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Author SHA1 Message Date
Stefan Wojcik
70378789e7 let the aggregation test run in MongoDB v3 2017-05-08 10:10:58 -04:00
143 changed files with 22324 additions and 30312 deletions

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@ -1,143 +0,0 @@
name: MongoengineCI
on:
# All PR
pull_request:
# master branch merge
push:
branches:
- master
# release tags
create:
tags:
- 'v[0-9]+\.[0-9]+\.[0-9]+*'
env:
MONGODB_3_6: 3.6.14
MONGODB_4_0: 4.0.23
MONGODB_4_2: 4.2
MONGODB_4_4: 4.4
PYMONGO_3_4: 3.4
PYMONGO_3_6: 3.6
PYMONGO_3_9: 3.9
PYMONGO_3_11: 3.11
MAIN_PYTHON_VERSION: 3.7
jobs:
linting:
# Run pre-commit (https://pre-commit.com/)
# which runs pre-configured linter & autoformatter
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
- name: Set up Python 3.7
uses: actions/setup-python@v2
with:
python-version: 3.7
- run: bash .github/workflows/install_ci_python_dep.sh
- run: pre-commit run -a
test:
# Test suite run against recent python versions
# and against a few combination of MongoDB and pymongo
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
python-version: [3.6, 3.7, 3.8, 3.9, "3.10", pypy3]
MONGODB: [$MONGODB_4_0]
PYMONGO: [$PYMONGO_3_11]
include:
- python-version: 3.7
MONGODB: $MONGODB_3_6
PYMONGO: $PYMONGO_3_9
- python-version: 3.7
MONGODB: $MONGODB_4_2
PYMONGO: $PYMONGO_3_6
- python-version: 3.7
MONGODB: $MONGODB_4_4
PYMONGO: $PYMONGO_3_11
steps:
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: install mongo and ci dependencies
run: |
bash .github/workflows/install_mongo.sh ${{ matrix.MONGODB }}
bash .github/workflows/install_ci_python_dep.sh
bash .github/workflows/start_mongo.sh ${{ matrix.MONGODB }}
- name: tox dry-run (to pre-install venv)
run: tox -e $(echo py${{ matrix.python-version }}-mg${{ matrix.PYMONGO }} | tr -d . | sed -e 's/pypypy/pypy/') -- -a "-k=test_ci_placeholder"
- name: Run test suite
run: tox -e $(echo py${{ matrix.python-version }}-mg${{ matrix.PYMONGO }} | tr -d . | sed -e 's/pypypy/pypy/') -- -a "--cov=mongoengine"
- name: Send coverage to Coveralls
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
COVERALLS_SERVICE_NAME: github
if: ${{ matrix.python-version == env.MAIN_PYTHON_VERSION }}
run: coveralls
build_doc_dryrun:
# ensures that readthedocs can be built continuously
# to avoid that it breaks when new releases are being created
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: 3.7
- name: install python dep
run: |
pip install -e .
pip install -r docs/requirements.txt
- name: build doc
run: |
cd docs
make html-readthedocs
build-n-publish-dummy:
runs-on: ubuntu-latest
needs: [linting, test, build_doc_dryrun]
if: github.event_name != 'pull_request'
steps:
- uses: actions/checkout@master
- name: Set up Python 3.7
uses: actions/setup-python@v1
with:
python-version: 3.7
- name: build dummy wheel for test-pypi
run: |
pip install wheel
python setup.py egg_info -b ".dev`date '+%Y%m%d%H%M%S'`" build sdist bdist_wheel
# - name: publish test-pypi
# # Although working and recommended, test-pypi has a limit
# # in the size of projects so it's better to avoid publishing
# # until there is a way to garbage collect these dummy releases
# uses: pypa/gh-action-pypi-publish@master
# with:
# password: ${{ secrets.test_pypi_token }}
# repository_url: https://test.pypi.org/legacy/
build-n-publish:
runs-on: ubuntu-latest
needs: [linting, test, build_doc_dryrun, build-n-publish-dummy]
if: github.event_name == 'create' && startsWith(github.ref, 'refs/tags/v')
steps:
- uses: actions/checkout@master
- name: Set up Python 3.7
uses: actions/setup-python@v1
with:
python-version: 3.7
# todo separate build from publish
# https://stackoverflow.com/questions/59349905/which-properties-does-github-event-in-a-github-workflow-have
- name: build dummy wheel for test-pypi
run: |
pip install wheel
python setup.py sdist bdist_wheel
- name: publish pypi
uses: pypa/gh-action-pypi-publish@master
with:
password: ${{ secrets.pypi_token }}

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@ -1,5 +0,0 @@
#!/bin/bash
pip install --upgrade pip
pip install coveralls
pip install pre-commit
pip install tox

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@ -1,18 +0,0 @@
#!/bin/bash
MONGODB=$1
# Mongo > 4.0 follows different name convention for download links
mongo_build=mongodb-linux-x86_64-${MONGODB}
if [[ "$MONGODB" == *"4.2"* ]]; then
mongo_build=mongodb-linux-x86_64-ubuntu1804-v${MONGODB}-latest
elif [[ "$MONGODB" == *"4.4"* ]]; then
mongo_build=mongodb-linux-x86_64-ubuntu1804-v${MONGODB}-latest
fi
wget http://fastdl.mongodb.org/linux/$mongo_build.tgz
tar xzf $mongo_build.tgz
mongodb_dir=$(find ${PWD}/ -type d -name "mongodb-linux-x86_64*")
$mongodb_dir/bin/mongod --version

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@ -1,9 +0,0 @@
#!/bin/bash
MONGODB=$1
mongodb_dir=$(find ${PWD}/ -type d -name "mongodb-linux-x86_64*")
mkdir $mongodb_dir/data
$mongodb_dir/bin/mongod --dbpath $mongodb_dir/data --logpath $mongodb_dir/mongodb.log --fork
mongo --eval 'db.version();' # Make sure mongo is awake

11
.gitignore vendored
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@ -1,15 +1,8 @@
.*
!.gitignore
*~
*.py[co]
.*.sw[po]
.cache/
.coverage
.coveragerc
.env
.idea/
.pytest_cache/
.tox/
.eggs/
*.egg
docs/.build
docs/_build
@ -20,6 +13,8 @@ env/
.settings
.project
.pydevproject
tests/test_bugfix.py
htmlcov/
venv
venv3
scratchpad

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@ -0,0 +1,23 @@
#!/bin/bash
sudo apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv 7F0CEB10
if [ "$MONGODB" = "2.4" ]; then
echo "deb http://downloads-distro.mongodb.org/repo/ubuntu-upstart dist 10gen" | sudo tee /etc/apt/sources.list.d/mongodb.list
sudo apt-get update
sudo apt-get install mongodb-10gen=2.4.14
sudo service mongodb start
elif [ "$MONGODB" = "2.6" ]; then
echo "deb http://downloads-distro.mongodb.org/repo/ubuntu-upstart dist 10gen" | sudo tee /etc/apt/sources.list.d/mongodb.list
sudo apt-get update
sudo apt-get install mongodb-org-server=2.6.12
# service should be started automatically
elif [ "$MONGODB" = "3.0" ]; then
echo "deb http://repo.mongodb.org/apt/ubuntu precise/mongodb-org/3.0 multiverse" | sudo tee /etc/apt/sources.list.d/mongodb.list
sudo apt-get update
sudo apt-get install mongodb-org-server=3.0.14
# service should be started automatically
else
echo "Invalid MongoDB version, expected 2.4, 2.6, or 3.0."
exit 1
fi;

22
.landscape.yml Normal file
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@ -0,0 +1,22 @@
pylint:
disable:
# We use this a lot (e.g. via document._meta)
- protected-access
options:
additional-builtins:
# add xrange and long as valid built-ins. In Python 3, xrange is
# translated into range and long is translated into int via 2to3 (see
# "use_2to3" in setup.py). This should be removed when we drop Python
# 2 support (which probably won't happen any time soon).
- xrange
- long
pyflakes:
disable:
# undefined variables are already covered by pylint (and exclude
# xrange & long)
- F821
ignore-paths:
- benchmark.py

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@ -1,26 +0,0 @@
fail_fast: false
repos:
- repo: https://github.com/pre-commit/pre-commit-hooks
rev: v4.0.1
hooks:
- id: check-merge-conflict
- id: debug-statements
- id: trailing-whitespace
- id: end-of-file-fixer
- repo: https://github.com/ambv/black
rev: 21.5b2
hooks:
- id: black
- repo: https://gitlab.com/pycqa/flake8
rev: 3.9.2
hooks:
- id: flake8
- repo: https://github.com/asottile/pyupgrade
rev: v2.19.1
hooks:
- id: pyupgrade
args: [--py36-plus]
- repo: https://github.com/pycqa/isort
rev: 5.8.0
hooks:
- id: isort

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@ -1,20 +0,0 @@
# .readthedocs.yml
# Read the Docs configuration file
# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
# Required
version: 2
# Build documentation in the docs/ directory with Sphinx
sphinx:
configuration: docs/conf.py
# Optionally set the version of Python and requirements required to build your docs
python:
version: 3.7
install:
- requirements: docs/requirements.txt
# docs/conf.py is importing mongoengine
# so mongoengine needs to be installed as well
- method: setuptools
path: .

100
.travis.yml Normal file
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@ -0,0 +1,100 @@
# For full coverage, we'd have to test all supported Python, MongoDB, and
# PyMongo combinations. However, that would result in an overly long build
# with a very large number of jobs, hence we only test a subset of all the
# combinations:
# * MongoDB v2.4 & v3.0 are only tested against Python v2.7 & v3.5.
# * MongoDB v2.4 is tested against PyMongo v2.7 & v3.x.
# * MongoDB v3.0 is tested against PyMongo v3.x.
# * MongoDB v2.6 is currently the "main" version tested against Python v2.7,
# v3.5, PyPy & PyPy3, and PyMongo v2.7, v2.8 & v3.x.
#
# Reminder: Update README.rst if you change MongoDB versions we test.
language: python
python:
- 2.7
- 3.5
- pypy
env:
- MONGODB=2.6 PYMONGO=2.7
- MONGODB=2.6 PYMONGO=2.8
- MONGODB=2.6 PYMONGO=3.0
matrix:
# Finish the build as soon as one job fails
fast_finish: true
include:
- python: 2.7
env: MONGODB=2.4 PYMONGO=2.7
- python: 2.7
env: MONGODB=2.4 PYMONGO=3.0
- python: 2.7
env: MONGODB=3.0 PYMONGO=3.0
- python: 3.5
env: MONGODB=2.4 PYMONGO=2.7
- python: 3.5
env: MONGODB=2.4 PYMONGO=3.0
- python: 3.5
env: MONGODB=3.0 PYMONGO=3.0
before_install:
- bash .install_mongodb_on_travis.sh
install:
- sudo apt-get install python-dev python3-dev libopenjpeg-dev zlib1g-dev libjpeg-turbo8-dev
libtiff4-dev libjpeg8-dev libfreetype6-dev liblcms2-dev libwebp-dev tcl8.5-dev tk8.5-dev
python-tk
- travis_retry pip install --upgrade pip
- travis_retry pip install coveralls
- travis_retry pip install flake8 flake8-import-order
- travis_retry pip install tox>=1.9
- travis_retry pip install "virtualenv<14.0.0" # virtualenv>=14.0.0 has dropped Python 3.2 support (and pypy3 is based on py32)
- travis_retry tox -e $(echo py$TRAVIS_PYTHON_VERSION-mg$PYMONGO | tr -d . | sed -e 's/pypypy/pypy/') -- -e test
# Cache dependencies installed via pip
cache: pip
# Run flake8 for py27
before_script:
- if [[ $TRAVIS_PYTHON_VERSION == '2.7' ]]; then flake8 .; else echo "flake8 only runs on py27"; fi
script:
- tox -e $(echo py$TRAVIS_PYTHON_VERSION-mg$PYMONGO | tr -d . | sed -e 's/pypypy/pypy/') -- --with-coverage
# For now only submit coveralls for Python v2.7. Python v3.x currently shows
# 0% coverage. That's caused by 'use_2to3', which builds the py3-compatible
# code in a separate dir and runs tests on that.
after_success:
- if [[ $TRAVIS_PYTHON_VERSION == '2.7' ]]; then coveralls --verbose; fi
notifications:
irc: irc.freenode.org#mongoengine
# Only run builds on the master branch and GitHub releases (tagged as vX.Y.Z)
branches:
only:
- master
- /^v.*$/
# Whenever a new release is created via GitHub, publish it on PyPI.
deploy:
provider: pypi
user: the_drow
password:
secure: QMyatmWBnC6ZN3XLW2+fTBDU4LQcp1m/LjR2/0uamyeUzWKdlOoh/Wx5elOgLwt/8N9ppdPeG83ose1jOz69l5G0MUMjv8n/RIcMFSpCT59tGYqn3kh55b0cIZXFT9ar+5cxlif6a5rS72IHm5li7QQyxexJIII6Uxp0kpvUmek=
# create a source distribution and a pure python wheel for faster installs
distributions: "sdist bdist_wheel"
# only deploy on tagged commits (aka GitHub releases) and only for the
# parent repo's builds running Python 2.7 along with dev PyMongo (we run
# Travis against many different Python and PyMongo versions and we don't
# want the deploy to occur multiple times).
on:
tags: true
repo: MongoEngine/mongoengine
condition: "$PYMONGO = 3.0"
python: 2.7

20
AUTHORS
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@ -243,23 +243,3 @@ that much better:
* Victor Varvaryuk
* Stanislav Kaledin (https://github.com/sallyruthstruik)
* Dmitry Yantsen (https://github.com/mrTable)
* Renjianxin (https://github.com/Davidrjx)
* Erdenezul Batmunkh (https://github.com/erdenezul)
* Andy Yankovsky (https://github.com/werat)
* Bastien Gérard (https://github.com/bagerard)
* Trevor Hall (https://github.com/tjhall13)
* Gleb Voropaev (https://github.com/buggyspace)
* Paulo Amaral (https://github.com/pauloAmaral)
* Gaurav Dadhania (https://github.com/GVRV)
* Yurii Andrieiev (https://github.com/yandrieiev)
* Filip Kucharczyk (https://github.com/Pacu2)
* Eric Timmons (https://github.com/daewok)
* Matthew Simpson (https://github.com/mcsimps2)
* Leonardo Domingues (https://github.com/leodmgs)
* Agustin Barto (https://github.com/abarto)
* Stankiewicz Mateusz (https://github.com/mas15)
* Felix Schultheiß (https://github.com/felix-smashdocs)
* Jan Stein (https://github.com/janste63)
* Timothé Perez (https://github.com/AchilleAsh)
* oleksandr-l5 (https://github.com/oleksandr-l5)
* Ido Shraga (https://github.com/idoshr)

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@ -20,47 +20,20 @@ post to the `user group <http://groups.google.com/group/mongoengine-users>`
Supported Interpreters
----------------------
MongoEngine supports CPython 3.5 and newer as well as Pypy3.
Language features not supported by all interpreters can not be used.
Python3 codebase
----------------------
Since 0.20, the codebase is exclusively Python 3.
Earlier versions were exclusively Python2, and were relying on 2to3 to support Python3 installs.
Travis runs the tests against the main Python 3.x versions.
MongoEngine supports CPython 2.7 and newer. Language
features not supported by all interpreters can not be used.
Please also ensure that your code is properly converted by
`2to3 <http://docs.python.org/library/2to3.html>`_ for Python 3 support.
Style Guide
-----------
MongoEngine's codebase is auto-formatted with `black <https://github.com/python/black>`_, imports are ordered with `isort <https://pycqa.github.io/isort/>`_
and other tools like flake8 are also used. Those tools will run as part of the CI and will fail in case the code is not formatted properly.
To install all development tools, simply run the following commands:
.. code-block:: console
$ python -m pip install -r requirements-dev.txt
You can install `pre-commit <https://pre-commit.com/>`_ into your git hooks,
to automatically check and fix any formatting issue before creating a
git commit.
To enable ``pre-commit`` simply run:
.. code-block:: console
$ pre-commit install
See the ``.pre-commit-config.yaml`` configuration file for more information
on how it works.
pre-commit will now run upon every commit and will reject anything that doesn't comply.
You can also run all the checks with ``pre-commit run -a``, this is what is used in the CI.
MongoEngine aims to follow `PEP8 <http://www.python.org/dev/peps/pep-0008/>`_
including 4 space indents. When possible we try to stick to 79 character line
limits. However, screens got bigger and an ORM has a strong focus on
readability and if it can help, we accept 119 as maximum line length, in a
similar way as `django does
<https://docs.djangoproject.com/en/dev/internals/contributing/writing-code/coding-style/#python-style>`_
Testing
-------
@ -82,7 +55,7 @@ General Guidelines
should adapt to the breaking change in docs/upgrade.rst.
- Write inline documentation for new classes and methods.
- Write tests and make sure they pass (make sure you have a mongod
running on the default port, then execute ``python setup.py test``
running on the default port, then execute ``python setup.py nosetests``
from the cmd line to run the test suite).
- Ensure tests pass on all supported Python, PyMongo, and MongoDB versions.
You can test various Python and PyMongo versions locally by executing

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@ -12,8 +12,9 @@ MongoEngine
.. image:: https://coveralls.io/repos/github/MongoEngine/mongoengine/badge.svg?branch=master
:target: https://coveralls.io/github/MongoEngine/mongoengine?branch=master
.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
:target: https://github.com/ambv/black
.. image:: https://landscape.io/github/MongoEngine/mongoengine/master/landscape.svg?style=flat
:target: https://landscape.io/github/MongoEngine/mongoengine/master
:alt: Code Health
About
=====
@ -25,30 +26,27 @@ an `API reference <https://mongoengine-odm.readthedocs.io/apireference.html>`_.
Supported MongoDB Versions
==========================
MongoEngine is currently tested against MongoDB v3.4, v3.6 and v4.0. Future versions
should be supported as well, but aren't actively tested at the moment. Make
sure to open an issue or submit a pull request if you experience any problems
with MongoDB version > 4.0.
MongoEngine is currently tested against MongoDB v2.4, v2.6, and v3.0. Future
versions should be supported as well, but aren't actively tested at the moment.
Make sure to open an issue or submit a pull request if you experience any
problems with MongoDB v3.2+.
Installation
============
We recommend the use of `virtualenv <https://virtualenv.pypa.io/>`_ and of
`pip <https://pip.pypa.io/>`_. You can then use ``python -m pip install -U mongoengine``.
`pip <https://pip.pypa.io/>`_. You can then use ``pip install -U mongoengine``.
You may also have `setuptools <http://peak.telecommunity.com/DevCenter/setuptools>`_
and thus you can use ``easy_install -U mongoengine``. Another option is
`pipenv <https://docs.pipenv.org/>`_. You can then use ``pipenv install mongoengine``
to both create the virtual environment and install the package. Otherwise, you can
download the source from `GitHub <http://github.com/MongoEngine/mongoengine>`_ and
run ``python setup.py install``.
The support for Python2 was dropped with MongoEngine 0.20.0
and thus you can use ``easy_install -U mongoengine``. Otherwise, you can download the
source from `GitHub <http://github.com/MongoEngine/mongoengine>`_ and run ``python
setup.py install``.
Dependencies
============
All of the dependencies can easily be installed via `python -m pip <https://pip.pypa.io/>`_.
All of the dependencies can easily be installed via `pip <https://pip.pypa.io/>`_.
At the very least, you'll need these two packages to use MongoEngine:
- pymongo>=3.4
- pymongo>=2.7.1
- six>=1.10.0
If you utilize a ``DateTimeField``, you might also use a more flexible date parser:
@ -58,10 +56,6 @@ If you need to use an ``ImageField`` or ``ImageGridFsProxy``:
- Pillow>=2.0.0
If you need to use signals:
- blinker>=1.3
Examples
========
Some simple examples of what MongoEngine code looks like:
@ -95,11 +89,12 @@ Some simple examples of what MongoEngine code looks like:
# Iterate over all posts using the BlogPost superclass
>>> for post in BlogPost.objects:
... print('===', post.title, '===')
... print '===', post.title, '==='
... if isinstance(post, TextPost):
... print(post.content)
... print post.content
... elif isinstance(post, LinkPost):
... print('Link:', post.url)
... print 'Link:', post.url
... print
...
# Count all blog posts and its subtypes
@ -119,8 +114,7 @@ Some simple examples of what MongoEngine code looks like:
Tests
=====
To run the test suite, ensure you are running a local instance of MongoDB on
the standard port and have ``pytest`` installed. Then, run ``python setup.py test``
or simply ``pytest``.
the standard port and have ``nose`` installed. Then, run ``python setup.py nosetests``.
To run the test suite on every supported Python and PyMongo version, you can
use ``tox``. You'll need to make sure you have each supported Python version
@ -129,18 +123,20 @@ installed in your environment and then:
.. code-block:: shell
# Install tox
$ python -m pip install tox
$ pip install tox
# Run the test suites
$ tox
If you wish to run a subset of tests, use the pytest convention:
If you wish to run a subset of tests, use the nosetests convention:
.. code-block:: shell
# Run all the tests in a particular test file
$ pytest tests/fields/test_fields.py
$ python setup.py nosetests --tests tests/fields/fields.py
# Run only particular test class in that file
$ pytest tests/fields/test_fields.py::TestField
$ python setup.py nosetests --tests tests/fields/fields.py:FieldTest
# Use the -s option if you want to print some debug statements or use pdb
$ python setup.py nosetests --tests tests/fields/fields.py:FieldTest -s
Community
=========

207
benchmark.py Normal file
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@ -0,0 +1,207 @@
#!/usr/bin/env python
"""
Simple benchmark comparing PyMongo and MongoEngine.
Sample run on a mid 2015 MacBook Pro (commit b282511):
Benchmarking...
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - Pymongo
2.58979988098
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - Pymongo write_concern={"w": 0}
1.26657605171
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine
8.4351580143
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries without continual assign - MongoEngine
7.20191693306
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine - write_concern={"w": 0}, cascade = True
6.31104588509
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, write_concern={"w": 0}, validate=False, cascade=True
6.07083487511
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, write_concern={"w": 0}, validate=False
5.97704291344
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, force_insert=True, write_concern={"w": 0}, validate=False
5.9111430645
"""
import timeit
def main():
print("Benchmarking...")
setup = """
from pymongo import MongoClient
connection = MongoClient()
connection.drop_database('timeit_test')
"""
stmt = """
from pymongo import MongoClient
connection = MongoClient()
db = connection.timeit_test
noddy = db.noddy
for i in range(10000):
example = {'fields': {}}
for j in range(20):
example['fields']['key' + str(j)] = 'value ' + str(j)
noddy.save(example)
myNoddys = noddy.find()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - Pymongo""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
from pymongo import MongoClient
from pymongo.write_concern import WriteConcern
connection = MongoClient()
db = connection.get_database('timeit_test', write_concern=WriteConcern(w=0))
noddy = db.noddy
for i in range(10000):
example = {'fields': {}}
for j in range(20):
example['fields']["key"+str(j)] = "value "+str(j)
noddy.save(example)
myNoddys = noddy.find()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - Pymongo write_concern={"w": 0}""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
setup = """
from pymongo import MongoClient
connection = MongoClient()
connection.drop_database('timeit_test')
connection.close()
from mongoengine import Document, DictField, connect
connect('timeit_test')
class Noddy(Document):
fields = DictField()
"""
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save()
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - MongoEngine""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
for i in range(10000):
noddy = Noddy()
fields = {}
for j in range(20):
fields["key"+str(j)] = "value "+str(j)
noddy.fields = fields
noddy.save()
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries without continual assign - MongoEngine""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save(write_concern={"w": 0}, cascade=True)
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - MongoEngine - write_concern={"w": 0}, cascade = True""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save(write_concern={"w": 0}, validate=False, cascade=True)
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - MongoEngine, write_concern={"w": 0}, validate=False, cascade=True""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save(validate=False, write_concern={"w": 0})
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - MongoEngine, write_concern={"w": 0}, validate=False""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save(force_insert=True, write_concern={"w": 0}, validate=False)
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - MongoEngine, force_insert=True, write_concern={"w": 0}, validate=False""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
if __name__ == "__main__":
main()

View File

@ -1,142 +0,0 @@
from timeit import repeat
import mongoengine
from mongoengine import (
BooleanField,
Document,
EmailField,
EmbeddedDocument,
EmbeddedDocumentField,
IntField,
ListField,
StringField,
)
mongoengine.connect(db="mongoengine_benchmark_test")
def timeit(f, n=10000):
return min(repeat(f, repeat=3, number=n)) / float(n)
def test_basic():
class Book(Document):
name = StringField()
pages = IntField()
tags = ListField(StringField())
is_published = BooleanField()
author_email = EmailField()
Book.drop_collection()
def init_book():
return Book(
name="Always be closing",
pages=100,
tags=["self-help", "sales"],
is_published=True,
author_email="alec@example.com",
)
print("Doc initialization: %.3fus" % (timeit(init_book, 1000) * 10 ** 6))
b = init_book()
print("Doc getattr: %.3fus" % (timeit(lambda: b.name, 10000) * 10 ** 6))
print(
"Doc setattr: %.3fus"
% (timeit(lambda: setattr(b, "name", "New name"), 10000) * 10 ** 6) # noqa B010
)
print("Doc to mongo: %.3fus" % (timeit(b.to_mongo, 1000) * 10 ** 6))
print("Doc validation: %.3fus" % (timeit(b.validate, 1000) * 10 ** 6))
def save_book():
b._mark_as_changed("name")
b._mark_as_changed("tags")
b.save()
print("Save to database: %.3fus" % (timeit(save_book, 100) * 10 ** 6))
son = b.to_mongo()
print(
"Load from SON: %.3fus" % (timeit(lambda: Book._from_son(son), 1000) * 10 ** 6)
)
print(
"Load from database: %.3fus" % (timeit(lambda: Book.objects[0], 100) * 10 ** 6)
)
def create_and_delete_book():
b = init_book()
b.save()
b.delete()
print(
"Init + save to database + delete: %.3fms"
% (timeit(create_and_delete_book, 10) * 10 ** 3)
)
def test_big_doc():
class Contact(EmbeddedDocument):
name = StringField()
title = StringField()
address = StringField()
class Company(Document):
name = StringField()
contacts = ListField(EmbeddedDocumentField(Contact))
Company.drop_collection()
def init_company():
return Company(
name="MongoDB, Inc.",
contacts=[
Contact(name="Contact %d" % x, title="CEO", address="Address %d" % x)
for x in range(1000)
],
)
company = init_company()
print("Big doc to mongo: %.3fms" % (timeit(company.to_mongo, 100) * 10 ** 3))
print("Big doc validation: %.3fms" % (timeit(company.validate, 1000) * 10 ** 3))
company.save()
def save_company():
company._mark_as_changed("name")
company._mark_as_changed("contacts")
company.save()
print("Save to database: %.3fms" % (timeit(save_company, 100) * 10 ** 3))
son = company.to_mongo()
print(
"Load from SON: %.3fms"
% (timeit(lambda: Company._from_son(son), 100) * 10 ** 3)
)
print(
"Load from database: %.3fms"
% (timeit(lambda: Company.objects[0], 100) * 10 ** 3)
)
def create_and_delete_company():
c = init_company()
c.save()
c.delete()
print(
"Init + save to database + delete: %.3fms"
% (timeit(create_and_delete_company, 10) * 10 ** 3)
)
if __name__ == "__main__":
test_basic()
print("-" * 100)
test_big_doc()

View File

@ -1,161 +0,0 @@
import timeit
def main():
setup = """
from pymongo import MongoClient
connection = MongoClient()
connection.drop_database('mongoengine_benchmark_test')
"""
stmt = """
from pymongo import MongoClient
connection = MongoClient()
db = connection.mongoengine_benchmark_test
noddy = db.noddy
for i in range(10000):
example = {'fields': {}}
for j in range(20):
example['fields']["key"+str(j)] = "value "+str(j)
noddy.insert_one(example)
myNoddys = noddy.find()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("PyMongo: Creating 10000 dictionaries.")
t = timeit.Timer(stmt=stmt, setup=setup)
print(f"{t.timeit(1)}s")
stmt = """
from pymongo import MongoClient, WriteConcern
connection = MongoClient()
db = connection.mongoengine_benchmark_test
noddy = db.noddy.with_options(write_concern=WriteConcern(w=0))
for i in range(10000):
example = {'fields': {}}
for j in range(20):
example['fields']["key"+str(j)] = "value "+str(j)
noddy.insert_one(example)
myNoddys = noddy.find()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print('PyMongo: Creating 10000 dictionaries (write_concern={"w": 0}).')
t = timeit.Timer(stmt=stmt, setup=setup)
print(f"{t.timeit(1)}s")
setup = """
from pymongo import MongoClient
connection = MongoClient()
connection.drop_database('mongoengine_benchmark_test')
connection.close()
from mongoengine import Document, DictField, connect
connect("mongoengine_benchmark_test")
class Noddy(Document):
fields = DictField()
"""
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save()
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("MongoEngine: Creating 10000 dictionaries.")
t = timeit.Timer(stmt=stmt, setup=setup)
print(f"{t.timeit(1)}s")
stmt = """
for i in range(10000):
noddy = Noddy()
fields = {}
for j in range(20):
fields["key"+str(j)] = "value "+str(j)
noddy.fields = fields
noddy.save()
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("MongoEngine: Creating 10000 dictionaries (using a single field assignment).")
t = timeit.Timer(stmt=stmt, setup=setup)
print(f"{t.timeit(1)}s")
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save(write_concern={"w": 0})
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print('MongoEngine: Creating 10000 dictionaries (write_concern={"w": 0}).')
t = timeit.Timer(stmt=stmt, setup=setup)
print(f"{t.timeit(1)}s")
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save(write_concern={"w": 0}, validate=False)
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print(
'MongoEngine: Creating 10000 dictionaries (write_concern={"w": 0}, validate=False).'
)
t = timeit.Timer(stmt=stmt, setup=setup)
print(f"{t.timeit(1)}s")
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save(force_insert=True, write_concern={"w": 0}, validate=False)
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print(
'MongoEngine: Creating 10000 dictionaries (force_insert=True, write_concern={"w": 0}, validate=False).'
)
t = timeit.Timer(stmt=stmt, setup=setup)
print(f"{t.timeit(1)}s")
if __name__ == "__main__":
main()

View File

@ -33,14 +33,8 @@ clean:
html:
$(SPHINXBUILD) -b html $(ALLSPHINXOPTS) $(BUILDDIR)/html
@echo
@echo "Build finished. Check $(BUILDDIR)/html/index.html"
html-readthedocs:
$(SPHINXBUILD) -T -E -b readthedocs $(ALLSPHINXOPTS) $(BUILDDIR)/html
@echo
@echo "Build finished. The HTML pages are in $(BUILDDIR)/html."
dirhtml:
$(SPHINXBUILD) -b dirhtml $(ALLSPHINXOPTS) $(BUILDDIR)/dirhtml
@echo

View File

@ -13,7 +13,6 @@ Documents
.. autoclass:: mongoengine.Document
:members:
:inherited-members:
.. attribute:: objects
@ -22,18 +21,15 @@ Documents
.. autoclass:: mongoengine.EmbeddedDocument
:members:
:inherited-members:
.. autoclass:: mongoengine.DynamicDocument
:members:
:inherited-members:
.. autoclass:: mongoengine.DynamicEmbeddedDocument
:members:
:inherited-members:
.. autoclass:: mongoengine.document.MapReduceDocument
:members:
:members:
.. autoclass:: mongoengine.ValidationError
:members:
@ -75,7 +71,6 @@ Fields
.. autoclass:: mongoengine.fields.StringField
.. autoclass:: mongoengine.fields.URLField
.. autoclass:: mongoengine.fields.EmailField
.. autoclass:: mongoengine.fields.EnumField
.. autoclass:: mongoengine.fields.IntField
.. autoclass:: mongoengine.fields.LongField
.. autoclass:: mongoengine.fields.FloatField
@ -92,9 +87,7 @@ Fields
.. autoclass:: mongoengine.fields.DictField
.. autoclass:: mongoengine.fields.MapField
.. autoclass:: mongoengine.fields.ReferenceField
.. autoclass:: mongoengine.fields.LazyReferenceField
.. autoclass:: mongoengine.fields.GenericReferenceField
.. autoclass:: mongoengine.fields.GenericLazyReferenceField
.. autoclass:: mongoengine.fields.CachedReferenceField
.. autoclass:: mongoengine.fields.BinaryField
.. autoclass:: mongoengine.fields.FileField

View File

@ -1,5 +1,3 @@
=========
Changelog
=========
@ -7,300 +5,87 @@ Changelog
Development
===========
- (Fill this out as you fix issues and develop your features).
- EnumField improvements: now `choices` limits the values of an enum to allow
- Fix deepcopy of EmbeddedDocument #2202
- Fix error when using precision=0 with DecimalField #2535
- Add support for regex and whole word text search query #2568
Changes in 0.23.1
===========
- Bug fix: ignore LazyReferenceFields when clearing _changed_fields #2484
- Improve connection doc #2481
Changes in 0.23.0
=================
- Bugfix: manually setting SequenceField in DynamicDocument doesn't increment the counter #2471
- Add MongoDB 4.2 and 4.4 to CI
- Add support for allowDiskUse on querysets #2468
Changes in 0.22.1
=================
- Declare that Py3.5 is not supported in package metadata #2449
- Moved CI from Travis to Github-Actions
Changes in 0.22.0
=================
- Fix LazyReferenceField dereferencing in embedded documents #2426
- Fix regarding the recent use of Cursor.__spec in .count() that was interfering with mongomock #2425
- Drop support for Python 3.5 by introducing f-strings in the codebase
Changes in 0.21.0
=================
- Bug fix in DynamicDocument which is not parsing known fields in constructor like Document do #2412
- When using pymongo >= 3.7, make use of Collection.count_documents instead of Collection.count
and Cursor.count that got deprecated in pymongo >= 3.7.
This should have a negative impact on performance of count see Issue #2219
- Fix a bug that made the queryset drop the read_preference after clone().
- Remove Py3.5 from CI as it reached EOL and add Python 3.9
- Fix some issues related with db_field/field conflict in constructor #2414
- BREAKING CHANGE: Fix the behavior of Doc.objects.limit(0) which should return all documents (similar to mongodb) #2311
- Bug fix in ListField when updating the first item, it was saving the whole list, instead of
just replacing the first item (as usually done when updating 1 item of the list) #2392
- Add EnumField: ``mongoengine.fields.EnumField``
- Refactoring - Remove useless code related to Document.__only_fields and Queryset.only_fields
- Fix query transformation regarding special operators #2365
- Bug Fix: Document.save() fails when shard_key is not _id #2154
Changes in 0.20.0
=================
- ATTENTION: Drop support for Python2
- Add Mongo 4.0 to Travis
- Fix error when setting a string as a ComplexDateTimeField #2253
- Bump development Status classifier to Production/Stable #2232
- Improve Queryset.get to avoid confusing MultipleObjectsReturned message in case multiple match are found #630
- Fixed a bug causing inaccurate query results, while combining ``__raw__`` and regular filters for the same field #2264
- Add support for the `elemMatch` projection operator in .fields() (e.g BlogPost.objects.fields(elemMatch__comments="test")) #2267
- DictField validate failed without default connection (bug introduced in 0.19.0) #2239
- Remove methods that were deprecated years ago:
- name parameter in Field constructor e.g `StringField(name="...")`, was replaced by db_field
- Queryset.slave_okay() was deprecated since pymongo3
- dropDups was dropped with MongoDB3
- ``Queryset._ensure_indexes`` and ``Queryset.ensure_indexes``, the right method to use is ``Document.ensure_indexes``
- Added pre-commit for development/CI #2212
- Renamed requirements-lint.txt to requirements-dev.txt #2212
- Support for setting ReadConcern #2255
Changes in 0.19.1
=================
- Tests require Pillow < 7.0.0 as it dropped Python2 support
- DEPRECATION: The interface of ``QuerySet.aggregate`` method was changed, it no longer takes an unpacked list of
pipeline steps (*pipeline) but simply takes the pipeline list just like ``pymongo.Collection.aggregate`` does. #2079
Changes in 0.19.0
=================
- BREAKING CHANGE: ``class_check`` and ``read_preference`` keyword arguments are no longer available when filtering a ``QuerySet``. #2112
- Instead of ``Doc.objects(foo=bar, read_preference=...)`` use ``Doc.objects(foo=bar).read_preference(...)``.
- Instead of ``Doc.objects(foo=bar, class_check=False)`` use ``Doc.objects(foo=bar).clear_cls_query(...)``.
- This change also renames the private ``QuerySet._initial_query`` attribute to ``_cls_query``.
- BREAKING CHANGE: Removed the deprecated ``format`` param from ``QuerySet.explain``. #2113
- BREAKING CHANGE: Renamed ``MongoEngineConnectionError`` to ``ConnectionFailure``. #2111
- If you catch/use ``MongoEngineConnectionError`` in your code, you'll have to rename it.
- BREAKING CHANGE: Positional arguments when instantiating a document are no longer supported. #2103
- From now on keyword arguments (e.g. ``Doc(field_name=value)``) are required.
- BREAKING CHANGE: A ``LazyReferenceField`` is now stored in the ``_data`` field of its parent as a ``DBRef``, ``Document``, or ``EmbeddedDocument`` (``ObjectId`` is no longer allowed). #2182
- DEPRECATION: ``Q.empty`` & ``QNode.empty`` are marked as deprecated and will be removed in a next version of MongoEngine. #2210
- Added ability to check if Q or QNode are empty by parsing them to bool.
- Instead of ``Q(name="John").empty`` use ``not Q(name="John")``.
- Fix updating/modifying/deleting/reloading a document that's sharded by a field with ``db_field`` specified. #2125
- Only set no_cursor_timeout when requested (fixes an incompatibility with MongoDB 4.2) #2148
- ``ListField`` now accepts an optional ``max_length`` parameter. #2110
- Improve error message related to InvalidDocumentError #2180
- Added BulkWriteError to replace NotUniqueError which was misleading in bulk write insert #2152
- Added ability to compare Q and Q operations #2204
- Added ability to use a db alias on query_counter #2194
- Added ability to specify collations for querysets with ``Doc.objects.collation`` #2024
- Fix updates of a list field by negative index #2094
- Switch from nosetest to pytest as test runner #2114
- The codebase is now formatted using ``black``. #2109
- Documentation improvements:
- Documented how `pymongo.monitoring` can be used to log all queries issued by MongoEngine to the driver.
Changes in 0.18.2
=================
- Replace deprecated PyMongo v2.x methods with their v3.x equivalents in the ``SequenceField``. #2097
- Various code clarity and documentation improvements.
Changes in 0.18.1
=================
- Fix a bug introduced in 0.18.0 which was causing ``Document.save`` to update all the fields instead of updating only the modified fields. This bug only occurred when using a custom PK. #2082
- Add Python 3.7 to Travis CI. #2058
Changes in 0.18.0
=================
- Drop support for EOL'd MongoDB v2.6, v3.0, and v3.2.
- MongoEngine now requires PyMongo >= v3.4. Travis CI now tests against MongoDB v3.4 v3.6 and PyMongo v3.4 v3.6. #2017 #2066
- Improve performance by avoiding a call to ``to_mongo`` in ``Document.save``. #2049
- Connection/disconnection improvements:
- Expose ``mongoengine.connection.disconnect`` and ``mongoengine.connection.disconnect_all``.
- Fix disconnecting. #566 #1599 #605 #607 #1213 #565
- Improve documentation of ``connect``/``disconnect``.
- Fix issue when using multiple connections to the same mongo with different credentials. #2047
- ``connect`` fails immediately when db name contains invalid characters. #2031 #1718
- Fix the default write concern of ``Document.save`` that was overwriting the connection write concern. #568
- Fix querying on ``List(EmbeddedDocument)`` subclasses fields. #1961 #1492
- Fix querying on ``(Generic)EmbeddedDocument`` subclasses fields. #475
- Fix ``QuerySet.aggregate`` so that it takes limit and skip value into account. #2029
- Generate unique indices for ``SortedListField`` and ``EmbeddedDocumentListFields``. #2020
- BREAKING CHANGE: Changed the behavior of a custom field validator (i.e ``validation`` parameter of a ``Field``). It is now expected to raise a ``ValidationError`` instead of returning ``True``/``False``. #2050
- BREAKING CHANGES (associated with connection/disconnection fixes):
- Calling ``connect`` 2 times with the same alias and different parameter will raise an error (should call ``disconnect`` first).
- ``disconnect`` now clears ``mongoengine.connection._connection_settings``.
- ``disconnect`` now clears the cached attribute ``Document._collection``.
- BREAKING CHANGE: ``EmbeddedDocument.save`` & ``.reload`` no longer exist. #1552
Changes in 0.17.0
=================
- POTENTIAL BREAKING CHANGE: All result fields are now passed, including internal fields (``_cls``, ``_id``) when using ``QuerySet.as_pymongo``. #1976
- Document a BREAKING CHANGE introduced in 0.15.3 and not reported at that time. #1995
- DEPRECATION: ``EmbeddedDocument.save`` & ``.reload`` are marked as deprecated and will be removed in a next version of MongoEngine. #1552
- Fix ``QuerySet.only`` working improperly after using ``QuerySet.count`` of the same instance of a ``QuerySet``.
- Fix ``batch_size`` that was not copied when cloning a ``QuerySet`` object. #2011
- Fix ``InvalidStringData`` error when using ``modify`` on a ``BinaryField``. #1127
- Fix test suite and CI to support MongoDB v3.4. #1445
- Fix reference fields querying the database on each access if value contains orphan DBRefs.
Changes in 0.16.3
=================
- Fix ``$push`` with the ``$position`` operator not working with lists in embedded documents. #1965
Changes in 0.16.2
=================
- Fix ``Document.save`` that fails when called with ``write_concern=None`` (regression of 0.16.1). #1958
Changes in 0.16.1
=================
- Fix ``_cls`` that is not set properly in the ``Document`` constructor (regression). #1950
- Fix a bug in the ``_delta`` method - update of a ``ListField`` depends on an unrelated dynamic field update. #1733
- Remove PyMongo's deprecated ``Collection.save`` method and use ``Collection.insert_one`` instead. #1899
Changes in 0.16.0
=================
- POTENTIAL BREAKING CHANGES:
- ``EmbeddedDocumentField`` will no longer accept references to Document classes in its constructor. #1661
- Get rid of the ``basecls`` parameter from the ``DictField`` constructor (dead code). #1876
- Default value of the ``ComplexDateTime`` field is now ``None`` (and no longer the current datetime). #1368
- Fix an unhashable ``TypeError`` when referencing a ``Document`` with a compound key in an ``EmbeddedDocument``. #1685
- Fix a bug where an ``EmbeddedDocument`` with the same id as its parent would not be tracked for changes. #1768
- Fix the fact that a bulk ``QuerySet.insert`` was not setting primary keys of inserted document instances. #1919
- Fix a bug when referencing an abstract class in a ``ReferenceField``. #1920
- Allow modifications to the document made in ``pre_save_post_validation`` to be taken into account. #1202
- Replace MongoDB v2.4 tests in Travis CI with MongoDB v3.2. #1903
- Fix side effects of using ``QuerySet.no_dereference`` on other documents. #1677
- Fix ``TypeError`` when using lazy Django translation objects as translated choices. #1879
- Improve Python 2-3 codebase compatibility. #1889
- Fix support for changing the default value of the ``ComplexDateTime`` field. #1368
- Improve error message in case an ``EmbeddedDocumentListField`` receives an ``EmbeddedDocument`` instance instead of a list. #1877
- Fix the ``inc`` and ``dec`` operators for the ``DecimalField``. #1517 #1320
- Ignore ``killcursors`` queries in ``query_counter`` context manager. #1869
- Fix the fact that ``query_counter`` was modifying the initial profiling level in case it was != 0. #1870
- Repair the ``no_sub_classes`` context manager + fix the fact that it was swallowing exceptions. #1865
- Fix index creation error that was swallowed by ``hasattr`` under Python 2. #1688
- ``QuerySet.limit`` function behaviour: Passing 0 as parameter will return all the documents in the cursor. #1611
- Bulk insert updates the IDs of the input documents instances. #1919
- Fix a harmless bug related to ``GenericReferenceField`` where modifications in the generic-referenced document were tracked in the parent. #1934
- Improve validation of the ``BinaryField``. #273
- Implement lazy regex compiling in Field classes to improve ``import mongoengine`` performance. #1806
- Update ``GridFSProxy.__str__`` so that it would always print both the filename and grid_id. #710
- Add ``__repr__`` to ``Q`` and ``QCombination`` classes. #1843
- Fix bug in the ``BaseList.__iter__`` operator (was occuring when modifying a BaseList while iterating over it). #1676
- Add a ``DateField``. #513
- Various improvements to the documentation.
- Various code quality improvements.
Changes in 0.15.3
=================
- ``Queryset.update/update_one`` methods now return an ``UpdateResult`` when ``full_result=True`` is provided and no longer a dict. #1491
- Improve ``LazyReferenceField`` and ``GenericLazyReferenceField`` with nested fields. #1704
- Fix the subfield resolve error in ``generic_emdedded_document`` query. #1651 #1652
- Use each modifier only with ``$position``. #1673 #1675
- Fix validation errors in the ``GenericEmbeddedDocumentField``. #1067
- Update cached fields when a ``fields`` argument is given. #1712
- Add a ``db`` parameter to ``register_connection`` for compatibility with ``connect``.
- Use PyMongo v3.x's ``insert_one`` and ``insert_many`` in ``Document.insert``. #1491
- Use PyMongo v3.x's ``update_one`` and ``update_many`` in ``Document.update`` and ``QuerySet.update``. #1491
- Fix how ``reload(fields)`` affects changed fields. #1371
- Fix a bug where the read-only access to the database fails when trying to create indexes. #1338
Changes in 0.15.0
=================
- Add ``LazyReferenceField`` and ``GenericLazyReferenceField``. #1230
Changes in 0.14.1
=================
- Remove ``SemiStrictDict`` and start using a regular dict for ``BaseDocument._data``. #1630
- Add support for the ``$position`` param in the ``$push`` operator. #1566
- Fix ``DateTimeField`` interpreting an empty string as today. #1533
- Add a missing ``__ne__`` method to the ``GridFSProxy`` class. #1632
- Fix ``BaseQuerySet._fields_to_db_fields``. #1553
Changes in 0.14.0
=================
- BREAKING CHANGE: Remove the ``coerce_types`` param from ``QuerySet.as_pymongo``. #1549
- POTENTIAL BREAKING CHANGE: Make ``EmbeddedDocument`` not hashable by default. #1528
- Improve code quality. #1531, #1540, #1541, #1547
- BREAKING CHANGE: Removed the `coerce_types` param from `QuerySet.as_pymongo` #1549
- POTENTIAL BREAKING CHANGE: Made EmbeddedDocument not hashable by default #1528
- Improved code quality #1531, #1540, #1541, #1547
Changes in 0.13.0
=================
- POTENTIAL BREAKING CHANGE: Added Unicode support to the ``EmailField``, see docs/upgrade.rst for details.
- POTENTIAL BREAKING CHANGE: Added Unicode support to the `EmailField`, see
docs/upgrade.rst for details.
Changes in 0.12.0
=================
- POTENTIAL BREAKING CHANGE: Fix ``limit``/``skip``/``hint``/``batch_size`` chaining. #1476
- POTENTIAL BREAKING CHANGE: Change a public ``QuerySet.clone_into`` method to a private ``QuerySet._clone_into``. #1476
- Fix the way ``Document.objects.create`` works with duplicate IDs. #1485
- Fix connecting to a replica set with PyMongo 2.x. #1436
- Fix using sets in field choices. #1481
- Fix deleting items from a ``ListField``. #1318
- Fix an obscure error message when filtering by ``field__in=non_iterable``. #1237
- Fix behavior of a ``dec`` update operator. #1450
- Add a ``rename`` update operator. #1454
- Add validation for the ``db_field`` parameter. #1448
- Fix the error message displayed when querying an ``EmbeddedDocumentField`` by an invalid value. #1440
- Fix the error message displayed when validating Unicode URLs. #1486
- Raise an error when trying to save an abstract document. #1449
- POTENTIAL BREAKING CHANGE: Fixed limit/skip/hint/batch_size chaining #1476
- POTENTIAL BREAKING CHANGE: Changed a public `QuerySet.clone_into` method to a private `QuerySet._clone_into` #1476
- Fixed the way `Document.objects.create` works with duplicate IDs #1485
- Fixed connecting to a replica set with PyMongo 2.x #1436
- Fixed using sets in field choices #1481
- Fixed deleting items from a `ListField` #1318
- Fixed an obscure error message when filtering by `field__in=non_iterable`. #1237
- Fixed behavior of a `dec` update operator #1450
- Added a `rename` update operator #1454
- Added validation for the `db_field` parameter #1448
- Fixed the error message displayed when querying an `EmbeddedDocumentField` by an invalid value #1440
- Fixed the error message displayed when validating unicode URLs #1486
- Raise an error when trying to save an abstract document #1449
Changes in 0.11.0
=================
- BREAKING CHANGE: Rename ``ConnectionError`` to ``MongoEngineConnectionError`` since the former is a built-in exception name in Python v3.x. #1428
- BREAKING CHANGE: Drop Python v2.6 support. #1428
- BREAKING CHANGE: ``from mongoengine.base import ErrorClass`` won't work anymore for any error from ``mongoengine.errors`` (e.g. ``ValidationError``). Use ``from mongoengine.errors import ErrorClass instead``. #1428
- BREAKING CHANGE: Accessing a broken reference will raise a ``DoesNotExist`` error. In the past it used to return ``None``. #1334
- Fix absent rounding for the ``DecimalField`` when ``force_string`` is set. #1103
- BREAKING CHANGE: Renamed `ConnectionError` to `MongoEngineConnectionError` since the former is a built-in exception name in Python v3.x. #1428
- BREAKING CHANGE: Dropped Python 2.6 support. #1428
- BREAKING CHANGE: `from mongoengine.base import ErrorClass` won't work anymore for any error from `mongoengine.errors` (e.g. `ValidationError`). Use `from mongoengine.errors import ErrorClass instead`. #1428
- BREAKING CHANGE: Accessing a broken reference will raise a `DoesNotExist` error. In the past it used to return `None`. #1334
- Fixed absent rounding for DecimalField when `force_string` is set. #1103
Changes in 0.10.8
=================
- Add support for ``QuerySet.batch_size``. (#1426)
- Fix a query set iteration within an iteration. #1427
- Fix an issue where specifying a MongoDB URI host would override more information than it should. #1421
- Add an ability to filter the ``GenericReferenceField`` by an ``ObjectId`` and a ``DBRef``. #1425
- Fix cascading deletes for models with a custom primary key field. #1247
- Add ability to specify an authentication mechanism (e.g. X.509). #1333
- Add support for falsy primary keys (e.g. ``doc.pk = 0``). #1354
- Fix ``QuerySet.sum/average`` for fields w/ an explicit ``db_field``. #1417
- Fix filtering by ``embedded_doc=None``. #1422
- Add support for ``Cursor.comment``. #1420
- Fix ``doc.get_<field>_display`` methods. #1419
- Fix the ``__repr__`` method of the ``StrictDict`` #1424
- Add a deprecation warning for Python v2.6.
- Added support for QuerySet.batch_size (#1426)
- Fixed query set iteration within iteration #1427
- Fixed an issue where specifying a MongoDB URI host would override more information than it should #1421
- Added ability to filter the generic reference field by ObjectId and DBRef #1425
- Fixed delete cascade for models with a custom primary key field #1247
- Added ability to specify an authentication mechanism (e.g. X.509) #1333
- Added support for falsey primary keys (e.g. doc.pk = 0) #1354
- Fixed QuerySet#sum/average for fields w/ explicit db_field #1417
- Fixed filtering by embedded_doc=None #1422
- Added support for cursor.comment #1420
- Fixed doc.get_<field>_display #1419
- Fixed __repr__ method of the StrictDict #1424
- Added a deprecation warning for Python 2.6
Changes in 0.10.7
=================
- Drop Python 3.2 support #1390
- Fix a bug where a dynamic doc has an index inside a dict field. #1278
- Fix: ``ListField`` minus index assignment does not work. #1128
- Fix cascade delete mixing among collections. #1224
- Add ``signal_kwargs`` argument to ``Document.save``, ``Document.delete`` and ``BaseQuerySet.insert`` to be passed to signals calls. #1206
- Raise ``OperationError`` when trying to do a ``drop_collection`` on document with no collection set.
- Fix a bug where a count on ``ListField`` of ``EmbeddedDocumentField`` fails. #1187
- Fix ``LongField`` values stored as int32 in Python 3. #1253
- ``MapField`` now handles unicode keys correctly. #1267
- ``ListField`` now handles negative indicies correctly. #1270
- Fix an ``AttributeError`` when initializing an ``EmbeddedDocument`` with positional args. #681
- Fix a ``no_cursor_timeout`` error with PyMongo v3.x. #1304
- Replace map-reduce based ``QuerySet.sum/average`` with aggregation-based implementations. #1336
- Fix support for ``__`` to escape field names that match operators' names in ``update``. #1351
- Fix ``BaseDocument._mark_as_changed``. #1369
- Add support for pickling ``QuerySet`` instances. #1397
- Fix connecting to a list of hosts. #1389
- Fix a bug where accessing broken references wouldn't raise a ``DoesNotExist`` error. #1334
- Fix not being able to specify ``use_db_field=False`` on ``ListField(EmbeddedDocumentField)`` instances. #1218
- Improvements to the dictionary field's docs. #1383
- Dropped Python 3.2 support #1390
- Fixed the bug where dynamic doc has index inside a dict field #1278
- Fixed: ListField minus index assignment does not work #1128
- Fixed cascade delete mixing among collections #1224
- Add `signal_kwargs` argument to `Document.save`, `Document.delete` and `BaseQuerySet.insert` to be passed to signals calls #1206
- Raise `OperationError` when trying to do a `drop_collection` on document with no collection set.
- count on ListField of EmbeddedDocumentField fails. #1187
- Fixed long fields stored as int32 in Python 3. #1253
- MapField now handles unicodes keys correctly. #1267
- ListField now handles negative indicies correctly. #1270
- Fixed AttributeError when initializing EmbeddedDocument with positional args. #681
- Fixed no_cursor_timeout error with pymongo 3.0+ #1304
- Replaced map-reduce based QuerySet.sum/average with aggregation-based implementations #1336
- Fixed support for `__` to escape field names that match operators names in `update` #1351
- Fixed BaseDocument#_mark_as_changed #1369
- Added support for pickling QuerySet instances. #1397
- Fixed connecting to a list of hosts #1389
- Fixed a bug where accessing broken references wouldn't raise a DoesNotExist error #1334
- Fixed not being able to specify use_db_field=False on ListField(EmbeddedDocumentField) instances #1218
- Improvements to the dictionary fields docs #1383
Changes in 0.10.6
=================
- Add support for mocking MongoEngine based on mongomock. #1151
- Fix not being able to run tests on Windows. #1153
- Fixed not being able to run tests on Windows. #1153
- Allow creation of sparse compound indexes. #1114
- count on ListField of EmbeddedDocumentField fails. #1187
Changes in 0.10.5
=================
@ -308,12 +93,12 @@ Changes in 0.10.5
Changes in 0.10.4
=================
- ``SaveConditionError`` is now importable from the top level package. #1165
- Add a ``QuerySet.upsert_one`` method. #1157
- SaveConditionError is now importable from the top level package. #1165
- upsert_one method added. #1157
Changes in 0.10.3
=================
- Fix ``read_preference`` (it had chaining issues with PyMongo v2.x and it didn't work at all with PyMongo v3.x). #1042
- Fix `read_preference` (it had chaining issues with PyMongo 2.x and it didn't work at all with PyMongo 3.x) #1042
Changes in 0.10.2
=================
@ -323,16 +108,16 @@ Changes in 0.10.2
Changes in 0.10.1
=================
- Fix infinite recursion with cascade delete rules under specific conditions. #1046
- Fix ``CachedReferenceField`` bug when loading cached docs as ``DBRef`` but failing to save them. #1047
- Fix ignored chained options. #842
- ``Document.save``'s ``save_condition`` error raises a ``SaveConditionError`` exception. #1070
- Fix ``Document.reload`` for the ``DynamicDocument``. #1050
- ``StrictDict`` & ``SemiStrictDict`` are shadowed at init time. #1105
- Fix ``ListField`` negative index assignment not working. #1119
- Remove code that marks a field as changed when the field has a default value but does not exist in the database. #1126
- Remove test dependencies (nose and rednose) from install dependencies. #1079
- Recursively build a query when using the ``elemMatch`` operator. #1130
- Fix infinite recursion with CASCADE delete rules under specific conditions. #1046
- Fix CachedReferenceField bug when loading cached docs as DBRef but failing to save them. #1047
- Fix ignored chained options #842
- Document save's save_condition error raises `SaveConditionError` exception #1070
- Fix Document.reload for DynamicDocument. #1050
- StrictDict & SemiStrictDict are shadowed at init time. #1105
- Fix ListField minus index assignment does not work. #1119
- Remove code that marks field as changed when the field has default but not existed in database #1126
- Remove test dependencies (nose and rednose) from install dependencies list. #1079
- Recursively build query when using elemMatch operator. #1130
- Fix instance back references for lists of embedded documents. #1131
Changes in 0.10.0
@ -343,7 +128,7 @@ Changes in 0.10.0
- Removed get_or_create() deprecated since 0.8.0. #300
- Improve Document._created status when switch collection and db #1020
- Queryset update doesn't go through field validation #453
- Added support for specifying authentication source as option ``authSource`` in URI. #967
- Added support for specifying authentication source as option `authSource` in URI. #967
- Fixed mark_as_changed to handle higher/lower level fields changed. #927
- ListField of embedded docs doesn't set the _instance attribute when iterating over it #914
- Support += and *= for ListField #595
@ -359,7 +144,7 @@ Changes in 0.10.0
- Fixes some internal _id handling issue. #961
- Updated URL and Email Field regex validators, added schemes argument to URLField validation. #652
- Capped collection multiple of 256. #1011
- Added ``BaseQuerySet.aggregate_sum`` and ``BaseQuerySet.aggregate_average`` methods.
- Added `BaseQuerySet.aggregate_sum` and `BaseQuerySet.aggregate_average` methods.
- Fix for delete with write_concern {'w': 0}. #1008
- Allow dynamic lookup for more than two parts. #882
- Added support for min_distance on geo queries. #831
@ -368,10 +153,10 @@ Changes in 0.10.0
Changes in 0.9.0
================
- Update FileField when creating a new file #714
- Added ``EmbeddedDocumentListField`` for Lists of Embedded Documents. #826
- Added `EmbeddedDocumentListField` for Lists of Embedded Documents. #826
- ComplexDateTimeField should fall back to None when null=True #864
- Request Support for $min, $max Field update operators #863
- ``BaseDict`` does not follow ``setdefault`` #866
- `BaseDict` does not follow `setdefault` #866
- Add support for $type operator # 766
- Fix tests for pymongo 2.8+ #877
- No module named 'django.utils.importlib' (Django dev) #872
@ -392,13 +177,13 @@ Changes in 0.9.0
- Stop ensure_indexes running on a secondaries unless connection is through mongos #746
- Not overriding default values when loading a subset of fields #399
- Saving document doesn't create new fields in existing collection #620
- Added ``Queryset.aggregate`` wrapper to aggregation framework #703
- Added `Queryset.aggregate` wrapper to aggregation framework #703
- Added support to show original model fields on to_json calls instead of db_field #697
- Added Queryset.search_text to Text indexes searchs #700
- Fixed tests for Django 1.7 #696
- Follow ReferenceFields in EmbeddedDocuments with select_related #690
- Added preliminary support for text indexes #680
- Added ``elemMatch`` operator as well - ``match`` is too obscure #653
- Added `elemMatch` operator as well - `match` is too obscure #653
- Added support for progressive JPEG #486 #548
- Allow strings to be used in index creation #675
- Fixed EmbeddedDoc weakref proxy issue #592
@ -434,11 +219,11 @@ Changes in 0.9.0
- Increase email field length to accommodate new TLDs #726
- index_cls is ignored when deciding to set _cls as index prefix #733
- Make 'db' argument to connection optional #737
- Allow atomic update for the entire ``DictField`` #742
- Allow atomic update for the entire `DictField` #742
- Added MultiPointField, MultiLineField, MultiPolygonField
- Fix multiple connections aliases being rewritten #748
- Fixed a few instances where reverse_delete_rule was written as reverse_delete_rules. #791
- Make ``in_bulk()`` respect ``no_dereference()`` #775
- Make `in_bulk()` respect `no_dereference()` #775
- Handle None from model __str__; Fixes #753 #754
- _get_changed_fields fix for embedded documents with id field. #925
@ -492,15 +277,18 @@ Changes in 0.8.4
Changes in 0.8.3
================
- Fixed EmbeddedDocuments with ``id`` also storing ``_id`` (#402)
- Fixed EmbeddedDocuments with `id` also storing `_id` (#402)
- Added get_proxy_object helper to filefields (#391)
- Added QuerySetNoCache and QuerySet.no_cache() for lower memory consumption (#365)
- Fixed sum and average mapreduce dot notation support (#375, #376, #393)
- Fixed as_pymongo to return the id (#386)
- Document.select_related() now respects ``db_alias`` (#377)
- Document.select_related() now respects `db_alias` (#377)
- Reload uses shard_key if applicable (#384)
- Dynamic fields are ordered based on creation and stored in _fields_ordered (#396)
- Fixed pickling dynamic documents ``_dynamic_fields`` (#387)
**Potential breaking change:** http://docs.mongoengine.org/en/latest/upgrade.html#to-0-8-3
- Fixed pickling dynamic documents `_dynamic_fields` (#387)
- Fixed ListField setslice and delslice dirty tracking (#390)
- Added Django 1.5 PY3 support (#392)
- Added match ($elemMatch) support for EmbeddedDocuments (#379)
@ -541,7 +329,7 @@ Changes in 0.8.0
================
- Fixed querying ReferenceField custom_id (#317)
- Fixed pickle issues with collections (#316)
- Added ``get_next_value`` preview for SequenceFields (#319)
- Added `get_next_value` preview for SequenceFields (#319)
- Added no_sub_classes context manager and queryset helper (#312)
- Querysets now utilises a local cache
- Changed __len__ behaviour in the queryset (#247, #311)
@ -570,7 +358,7 @@ Changes in 0.8.0
- Updated connection to use MongoClient (#262, #274)
- Fixed db_alias and inherited Documents (#143)
- Documentation update for document errors (#124)
- Deprecated ``get_or_create`` (#35)
- Deprecated `get_or_create` (#35)
- Updated inheritable objects created by upsert now contain _cls (#118)
- Added support for creating documents with embedded documents in a single operation (#6)
- Added to_json and from_json to Document (#1)
@ -691,7 +479,7 @@ Changes in 0.7.0
- Fixed UnboundLocalError in composite index with pk field (#88)
- Updated ReferenceField's to optionally store ObjectId strings
this will become the default in 0.8 (#89)
- Added FutureWarning - save will default to ``cascade=False`` in 0.8
- Added FutureWarning - save will default to `cascade=False` in 0.8
- Added example of indexing embedded document fields (#75)
- Fixed ImageField resizing when forcing size (#80)
- Add flexibility for fields handling bad data (#78)
@ -787,7 +575,7 @@ Changes in 0.6.8
================
- Fixed FileField losing reference when no default set
- Removed possible race condition from FileField (grid_file)
- Added assignment to save, can now do: ``b = MyDoc(**kwargs).save()``
- Added assignment to save, can now do: `b = MyDoc(**kwargs).save()`
- Added support for pull operations on nested EmbeddedDocuments
- Added support for choices with GenericReferenceFields
- Added support for choices with GenericEmbeddedDocumentFields
@ -802,7 +590,7 @@ Changes in 0.6.7
- Fixed indexing on '_id' or 'pk' or 'id'
- Invalid data from the DB now raises a InvalidDocumentError
- Cleaned up the Validation Error - docs and code
- Added meta ``auto_create_index`` so you can disable index creation
- Added meta `auto_create_index` so you can disable index creation
- Added write concern options to inserts
- Fixed typo in meta for index options
- Bug fix Read preference now passed correctly
@ -843,6 +631,7 @@ Changes in 0.6.1
Changes in 0.6
==============
- Added FutureWarning to inherited classes not declaring 'allow_inheritance' as the default will change in 0.7
- Added support for covered indexes when inheritance is off
- No longer always upsert on save for items with a '_id'
@ -1067,6 +856,7 @@ Changes in v0.1.3
querying takes place
- A few minor bugfixes
Changes in v0.1.2
=================
- Query values may be processed before before being used in queries
@ -1075,6 +865,7 @@ Changes in v0.1.2
- Added ``BooleanField``
- Added ``Document.reload()`` method
Changes in v0.1.1
=================
- Documents may now use capped collections

View File

@ -1,19 +1,16 @@
from mongoengine import *
connect("tumblelog")
connect('tumblelog')
class Comment(EmbeddedDocument):
content = StringField()
name = StringField(max_length=120)
class User(Document):
email = StringField(required=True)
first_name = StringField(max_length=50)
last_name = StringField(max_length=50)
class Post(Document):
title = StringField(max_length=120, required=True)
author = ReferenceField(User)
@ -21,57 +18,54 @@ class Post(Document):
comments = ListField(EmbeddedDocumentField(Comment))
# bugfix
meta = {"allow_inheritance": True}
meta = {'allow_inheritance': True}
class TextPost(Post):
content = StringField()
class ImagePost(Post):
image_path = StringField()
class LinkPost(Post):
link_url = StringField()
Post.drop_collection()
john = User(email="jdoe@example.com", first_name="John", last_name="Doe")
john = User(email='jdoe@example.com', first_name='John', last_name='Doe')
john.save()
post1 = TextPost(title="Fun with MongoEngine", author=john)
post1.content = "Took a look at MongoEngine today, looks pretty cool."
post1.tags = ["mongodb", "mongoengine"]
post1 = TextPost(title='Fun with MongoEngine', author=john)
post1.content = 'Took a look at MongoEngine today, looks pretty cool.'
post1.tags = ['mongodb', 'mongoengine']
post1.save()
post2 = LinkPost(title="MongoEngine Documentation", author=john)
post2.link_url = "http://tractiondigital.com/labs/mongoengine/docs"
post2.tags = ["mongoengine"]
post2 = LinkPost(title='MongoEngine Documentation', author=john)
post2.link_url = 'http://tractiondigital.com/labs/mongoengine/docs'
post2.tags = ['mongoengine']
post2.save()
print("ALL POSTS")
print()
print 'ALL POSTS'
print
for post in Post.objects:
print(post.title)
# print '=' * post.title.count()
print("=" * 20)
print post.title
#print '=' * post.title.count()
print "=" * 20
if isinstance(post, TextPost):
print(post.content)
print post.content
if isinstance(post, LinkPost):
print("Link:", post.link_url)
print 'Link:', post.link_url
print()
print()
print
print
print("POSTS TAGGED 'MONGODB'")
print()
for post in Post.objects(tags="mongodb"):
print(post.title)
print()
print 'POSTS TAGGED \'MONGODB\''
print
for post in Post.objects(tags='mongodb'):
print post.title
print
num_posts = Post.objects(tags="mongodb").count()
print('Found %d posts with tag "mongodb"' % num_posts)
num_posts = Post.objects(tags='mongodb').count()
print 'Found %d posts with tag "mongodb"' % num_posts

View File

@ -1,3 +1,4 @@
# -*- coding: utf-8 -*-
#
# MongoEngine documentation build configuration file, created by
# sphinx-quickstart on Sun Nov 22 18:14:13 2009.
@ -10,8 +11,7 @@
# All configuration values have a default; values that are commented out
# serve to show the default.
import os
import sys
import sys, os
import sphinx_rtd_theme
@ -20,29 +20,29 @@ import mongoengine
# If extensions (or modules to document with autodoc) are in another directory,
# add these directories to sys.path here. If the directory is relative to the
# documentation root, use os.path.abspath to make it absolute, like shown here.
sys.path.insert(0, os.path.abspath(".."))
sys.path.insert(0, os.path.abspath('..'))
# -- General configuration -----------------------------------------------------
# Add any Sphinx extension module names here, as strings. They can be extensions
# coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
extensions = ["sphinx.ext.autodoc", "sphinx.ext.todo", "readthedocs_ext.readthedocs"]
extensions = ['sphinx.ext.autodoc', 'sphinx.ext.todo']
# Add any paths that contain templates here, relative to this directory.
templates_path = ["_templates"]
templates_path = ['_templates']
# The suffix of source filenames.
source_suffix = ".rst"
source_suffix = '.rst'
# The encoding of source files.
# source_encoding = 'utf-8'
#source_encoding = 'utf-8'
# The master toctree document.
master_doc = "index"
master_doc = 'index'
# General information about the project.
project = "MongoEngine"
copyright = "2009, MongoEngine Authors" # noqa: A001
project = u'MongoEngine'
copyright = u'2009, MongoEngine Authors'
# The version info for the project you're documenting, acts as replacement for
# |version| and |release|, also used in various other places throughout the
@ -55,66 +55,68 @@ release = mongoengine.get_version()
# The language for content autogenerated by Sphinx. Refer to documentation
# for a list of supported languages.
# language = None
#language = None
# There are two options for replacing |today|: either, you set today to some
# non-false value, then it is used:
# today = ''
#today = ''
# Else, today_fmt is used as the format for a strftime call.
# today_fmt = '%B %d, %Y'
#today_fmt = '%B %d, %Y'
# List of documents that shouldn't be included in the build.
# unused_docs = []
#unused_docs = []
# List of directories, relative to source directory, that shouldn't be searched
# for source files.
exclude_trees = ["_build"]
exclude_trees = ['_build']
# The reST default role (used for this markup: `text`) to use for all documents.
# default_role = None
#default_role = None
# If true, '()' will be appended to :func: etc. cross-reference text.
# add_function_parentheses = True
#add_function_parentheses = True
# If true, the current module name will be prepended to all description
# unit titles (such as .. function::).
# add_module_names = True
#add_module_names = True
# If true, sectionauthor and moduleauthor directives will be shown in the
# output. They are ignored by default.
# show_authors = False
#show_authors = False
# The name of the Pygments (syntax highlighting) style to use.
pygments_style = "sphinx"
pygments_style = 'sphinx'
# A list of ignored prefixes for module index sorting.
# modindex_common_prefix = []
#modindex_common_prefix = []
# -- Options for HTML output ---------------------------------------------------
# The theme to use for HTML and HTML Help pages. Major themes that come with
# Sphinx are currently 'default' and 'sphinxdoc'.
html_theme = "sphinx_rtd_theme"
html_theme = 'sphinx_rtd_theme'
# Theme options are theme-specific and customize the look and feel of a theme
# further. For a list of options available for each theme, see the
# documentation.
html_theme_options = {"canonical_url": "http://docs.mongoengine.org/en/latest/"}
html_theme_options = {
'canonical_url': 'http://docs.mongoengine.org/en/latest/'
}
# Add any paths that contain custom themes here, relative to this directory.
html_theme_path = [sphinx_rtd_theme.get_html_theme_path()]
# The name for this set of Sphinx documents. If None, it defaults to
# "<project> v<release> documentation".
# html_title = None
#html_title = None
# A shorter title for the navigation bar. Default is the same as html_title.
# html_short_title = None
#html_short_title = None
# The name of an image file (relative to this directory) to place at the top
# of the sidebar.
# html_logo = None
#html_logo = None
# The name of an image file (within the static path) to use as favicon of the
# docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32
@ -124,11 +126,11 @@ html_favicon = "favicon.ico"
# Add any paths that contain custom static files (such as style sheets) here,
# relative to this directory. They are copied after the builtin static files,
# so a file named "default.css" will overwrite the builtin "default.css".
# html_static_path = ['_static']
#html_static_path = ['_static']
# If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
# using the given strftime format.
# html_last_updated_fmt = '%b %d, %Y'
#html_last_updated_fmt = '%b %d, %Y'
# If true, SmartyPants will be used to convert quotes and dashes to
# typographically correct entities.
@ -136,68 +138,69 @@ html_use_smartypants = True
# Custom sidebar templates, maps document names to template names.
html_sidebars = {
"index": ["globaltoc.html", "searchbox.html"],
"**": ["localtoc.html", "relations.html", "searchbox.html"],
'index': ['globaltoc.html', 'searchbox.html'],
'**': ['localtoc.html', 'relations.html', 'searchbox.html']
}
# Additional templates that should be rendered to pages, maps page names to
# template names.
# html_additional_pages = {}
#html_additional_pages = {}
# If false, no module index is generated.
# html_use_modindex = True
#html_use_modindex = True
# If false, no index is generated.
# html_use_index = True
#html_use_index = True
# If true, the index is split into individual pages for each letter.
# html_split_index = False
#html_split_index = False
# If true, links to the reST sources are added to the pages.
# html_show_sourcelink = True
#html_show_sourcelink = True
# If true, an OpenSearch description file will be output, and all pages will
# contain a <link> tag referring to it. The value of this option must be the
# base URL from which the finished HTML is served.
# html_use_opensearch = ''
#html_use_opensearch = ''
# If nonempty, this is the file name suffix for HTML files (e.g. ".xhtml").
# html_file_suffix = ''
#html_file_suffix = ''
# Output file base name for HTML help builder.
htmlhelp_basename = "MongoEnginedoc"
htmlhelp_basename = 'MongoEnginedoc'
# -- Options for LaTeX output --------------------------------------------------
# The paper size ('letter' or 'a4').
latex_paper_size = "a4"
latex_paper_size = 'a4'
# The font size ('10pt', '11pt' or '12pt').
# latex_font_size = '10pt'
#latex_font_size = '10pt'
# Grouping the document tree into LaTeX files. List of tuples
# (source start file, target name, title, author, documentclass [howto/manual]).
latex_documents = [
("index", "MongoEngine.tex", "MongoEngine Documentation", "Ross Lawley", "manual")
('index', 'MongoEngine.tex', 'MongoEngine Documentation',
'Ross Lawley', 'manual'),
]
# The name of an image file (relative to this directory) to place at the top of
# the title page.
# latex_logo = None
#latex_logo = None
# For "manual" documents, if this is true, then toplevel headings are parts,
# not chapters.
# latex_use_parts = False
#latex_use_parts = False
# Additional stuff for the LaTeX preamble.
# latex_preamble = ''
#latex_preamble = ''
# Documents to append as an appendix to all manuals.
# latex_appendices = []
#latex_appendices = []
# If false, no module index is generated.
# latex_use_modindex = True
#latex_use_modindex = True
autoclass_content = "both"
autoclass_content = 'both'

View File

@ -13,7 +13,7 @@ Help Wanted!
The MongoEngine team is looking for help contributing and maintaining a new
Django extension for MongoEngine! If you have Django experience and would like
to help contribute to the project, please get in touch on the
`mailing list <http://groups.google.com/group/mongoengine-users>`_ or by
to help contribute to the project, please get in touch on the
`mailing list <http://groups.google.com/group/mongoengine-users>`_ or by
simply contributing on
`GitHub <https://github.com/MongoEngine/django-mongoengine>`_.

View File

@ -1,12 +0,0 @@
==========================
Frequently Asked Questions
==========================
Does MongoEngine support asynchronous drivers (Motor, TxMongo)?
---------------------------------------------------------------
No, MongoEngine is exclusively based on PyMongo and isn't designed to support other driver.
If this is a requirement for your project, check the alternative: `uMongo`_ and `MotorEngine`_.
.. _uMongo: https://umongo.readthedocs.io/
.. _MotorEngine: https://motorengine.readthedocs.io/

View File

@ -4,76 +4,33 @@
Connecting to MongoDB
=====================
Connections in MongoEngine are registered globally and are identified with aliases.
If no ``alias`` is provided during the connection, it will use "default" as alias.
To connect to a running instance of :program:`mongod`, use the :func:`~mongoengine.connect`
function. The first argument is the name of the database to connect to::
To connect to a running instance of :program:`mongod`, use the
:func:`~mongoengine.connect` function. The first argument is the name of the
database to connect to::
from mongoengine import connect
connect('project1')
By default, MongoEngine assumes that the :program:`mongod` instance is running
on **localhost** on port **27017**.
on **localhost** on port **27017**. If MongoDB is running elsewhere, you should
provide the :attr:`host` and :attr:`port` arguments to
:func:`~mongoengine.connect`::
If MongoDB is running elsewhere, you need to provide details on how to connect. There are two ways of
doing this. Using a connection string in URI format (**this is the preferred method**) or individual attributes
provided as keyword arguments.
connect('project1', host='192.168.1.35', port=12345)
Connect with URI string
=======================
If the database requires authentication, :attr:`username` and :attr:`password`
arguments should be provided::
When using a connection string in URI format you should specify the connection details
as the :attr:`host` to :func:`~mongoengine.connect`. In a web application context for instance, the URI
is typically read from the config file::
connect('project1', username='webapp', password='pwd123')
connect(host="mongodb://127.0.0.1:27017/my_db")
URI style connections are also supported -- just supply the URI as
the :attr:`host` to
:func:`~mongoengine.connect`::
If the database requires authentication, you can specify it in the
URI. As each database can have its own users configured, you need to tell MongoDB
where to look for the user you are working with, that's what the ``?authSource=admin`` bit
of the MongoDB connection string is for::
# Connects to 'my_db' database by authenticating
# with given credentials against the 'admin' database (by default as authSource isn't provided)
connect(host="mongodb://my_user:my_password@127.0.0.1:27017/my_db")
# Equivalent to previous connection but explicitly states that
# it should use admin as the authentication source database
connect(host="mongodb://my_user:my_password@hostname:port/my_db?authSource=admin")
# Connects to 'my_db' database by authenticating
# with given credentials against that same database
connect(host="mongodb://my_user:my_password@127.0.0.1:27017/my_db?authSource=my_db")
The URI string can also be used to configure advanced parameters like ssl, replicaSet, etc. For more
information or example about URI string, you can refer to the `official doc <https://docs.mongodb.com/manual/reference/connection-string/>`_::
connect(host="mongodb://my_user:my_password@127.0.0.1:27017/my_db?authSource=admin&ssl=true&replicaSet=globaldb")
.. note:: URI containing SRV records (e.g "mongodb+srv://server.example.com/") can be used as well
Connect with keyword attributes
===============================
The second option for specifying the connection details is to provide the information as keyword
attributes to :func:`~mongoengine.connect`::
connect('my_db', host='127.0.0.1', port=27017)
If the database requires authentication, :attr:`username`, :attr:`password`
and :attr:`authentication_source` arguments should be provided::
connect('my_db', username='my_user', password='my_password', authentication_source='admin')
The set of attributes that :func:`~mongoengine.connect` recognizes includes but is not limited to:
:attr:`host`, :attr:`port`, :attr:`read_preference`, :attr:`username`, :attr:`password`, :attr:`authentication_source`, :attr:`authentication_mechanism`,
:attr:`replicaset`, :attr:`tls`, etc. Most of the parameters accepted by `pymongo.MongoClient <https://pymongo.readthedocs.io/en/stable/api/pymongo/mongo_client.html#pymongo.mongo_client.MongoClient>`_
can be used with :func:`~mongoengine.connect` and will simply be forwarded when instantiating the `pymongo.MongoClient`.
connect('project1', host='mongodb://localhost/database_name')
.. note:: Database, username and password from URI string overrides
corresponding parameters in :func:`~mongoengine.connect`, this should
obviously be avoided: ::
corresponding parameters in :func:`~mongoengine.connect`: ::
connect(
db='test',
@ -82,19 +39,25 @@ can be used with :func:`~mongoengine.connect` and will simply be forwarded when
host='mongodb://admin:qwerty@localhost/production'
)
will establish connection to ``production`` database using ``admin`` username and ``qwerty`` password.
will establish connection to ``production`` database using
``admin`` username and ``qwerty`` password.
.. note:: Calling :func:`~mongoengine.connect` without argument will establish
a connection to the "test" database by default
Replica Sets
============
Read Preferences
================
MongoEngine supports connecting to replica sets::
As stated above, Read preferences are supported through the connection but also via individual
from mongoengine import connect
# 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
queries by passing the read_preference ::
from pymongo import ReadPreference
Bar.objects().read_preference(ReadPreference.PRIMARY)
Bar.objects(read_preference=ReadPreference.PRIMARY)
@ -108,61 +71,28 @@ is used.
In the background this uses :func:`~mongoengine.register_connection` to
store the data and you can register all aliases up front if required.
Documents defined in different database
---------------------------------------
Individual documents can be attached to different 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 to point across databases and collections. Below is an example schema,
using 3 different databases to store data::
connect(alias='user-db-alias', db='user-db')
connect(alias='book-db-alias', db='book-db')
connect(alias='users-books-db-alias', db='users-books-db')
class User(Document):
name = StringField()
meta = {'db_alias': 'user-db-alias'}
meta = {'db_alias': 'user-db'}
class Book(Document):
name = StringField()
meta = {'db_alias': 'book-db-alias'}
meta = {'db_alias': 'book-db'}
class AuthorBooks(Document):
author = ReferenceField(User)
book = ReferenceField(Book)
meta = {'db_alias': 'users-books-db-alias'}
meta = {'db_alias': 'users-books-db'}
Disconnecting an existing connection
------------------------------------
The function :func:`~mongoengine.disconnect` can be used to
disconnect a particular connection. This can be used to change a
connection globally::
from mongoengine import connect, disconnect
connect('a_db', alias='db1')
class User(Document):
name = StringField()
meta = {'db_alias': 'db1'}
disconnect(alias='db1')
connect('another_db', alias='db1')
.. note:: Calling :func:`~mongoengine.disconnect` without argument
will disconnect the "default" connection
.. note:: Since connections gets registered globally, it is important
to use the `disconnect` function from MongoEngine and not the
`disconnect()` method of an existing connection (pymongo.MongoClient)
.. note:: :class:`~mongoengine.Document` are caching the pymongo collection.
using `disconnect` ensures that it gets cleaned as well
Context Managers
================
Sometimes you may want to switch the database or collection to query against.
@ -189,7 +119,7 @@ access to the same User document across databases::
Switch Collection
-----------------
The :func:`~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
access to the same Group document across collection::

View File

@ -22,13 +22,11 @@ objects** as class attributes to the document class::
class Page(Document):
title = StringField(max_length=200, required=True)
date_modified = DateTimeField(default=datetime.datetime.utcnow)
date_modified = DateTimeField(default=datetime.datetime.now)
As BSON (the binary format for storing data in mongodb) is order dependent,
documents are serialized based on their field order.
.. _dynamic-document-schemas:
Dynamic document schemas
========================
One of the benefits of MongoDB is dynamic schemas for a collection, whilst data
@ -78,21 +76,17 @@ are as follows:
* :class:`~mongoengine.fields.EmailField`
* :class:`~mongoengine.fields.EmbeddedDocumentField`
* :class:`~mongoengine.fields.EmbeddedDocumentListField`
* :class:`~mongoengine.fields.EnumField`
* :class:`~mongoengine.fields.FileField`
* :class:`~mongoengine.fields.FloatField`
* :class:`~mongoengine.fields.GenericEmbeddedDocumentField`
* :class:`~mongoengine.fields.GenericReferenceField`
* :class:`~mongoengine.fields.GenericLazyReferenceField`
* :class:`~mongoengine.fields.GeoPointField`
* :class:`~mongoengine.fields.ImageField`
* :class:`~mongoengine.fields.IntField`
* :class:`~mongoengine.fields.ListField`
* :class:`~mongoengine.fields.LongField`
* :class:`~mongoengine.fields.MapField`
* :class:`~mongoengine.fields.ObjectIdField`
* :class:`~mongoengine.fields.ReferenceField`
* :class:`~mongoengine.fields.LazyReferenceField`
* :class:`~mongoengine.fields.SequenceField`
* :class:`~mongoengine.fields.SortedListField`
* :class:`~mongoengine.fields.StringField`
@ -159,7 +153,7 @@ arguments can be set on all fields:
An iterable (e.g. list, tuple or set) of choices to which the value of this
field should be limited.
Can either be nested tuples of value (stored in mongo) and a
Can be either be a nested tuples of value (stored in mongo) and a
human readable key ::
SIZE = (('S', 'Small'),
@ -179,21 +173,6 @@ arguments can be set on all fields:
class Shirt(Document):
size = StringField(max_length=3, choices=SIZE)
:attr:`validation` (Optional)
A callable to validate the value of the field.
The callable takes the value as parameter and should raise a ValidationError
if validation fails
e.g ::
def _not_empty(val):
if not val:
raise ValidationError('value can not be empty')
class Person(Document):
name = StringField(validation=_not_empty)
:attr:`**kwargs` (Optional)
You can supply additional metadata as arbitrary additional keyword
arguments. You can not override existing attributes, however. Common
@ -233,9 +212,6 @@ document class as the first argument::
comment2 = Comment(content='Nice article!')
page = Page(comments=[comment1, comment2])
Embedded documents can also leverage the flexibility of :ref:`dynamic-document-schemas:`
by inheriting :class:`~mongoengine.DynamicEmbeddedDocument`.
Dictionary Fields
-----------------
Often, an embedded document may be used instead of a dictionary generally
@ -248,7 +224,7 @@ store; in this situation a :class:`~mongoengine.fields.DictField` is appropriate
user = ReferenceField(User)
answers = DictField()
survey_response = SurveyResponse(date=datetime.utcnow(), user=request.user)
survey_response = SurveyResponse(date=datetime.now(), user=request.user)
response_form = ResponseForm(request.POST)
survey_response.answers = response_form.cleaned_data()
survey_response.save()
@ -295,12 +271,12 @@ as the constructor's argument::
content = StringField()
.. _many-to-many-with-listfields:
.. _one-to-many-with-listfields:
Many to Many with ListFields
One to Many with ListFields
'''''''''''''''''''''''''''
If you are implementing a many to many relationship via a list of references,
If you are implementing a one to many relationship via a list of references,
then the references are stored as DBRefs and to query you need to pass an
instance of the object to the query::
@ -341,6 +317,7 @@ supplying the :attr:`reverse_delete_rule` attributes on the
:class:`ReferenceField` definition, like this::
class ProfilePage(Document):
...
employee = ReferenceField('Employee', reverse_delete_rule=mongoengine.CASCADE)
The declaration in this example means that when an :class:`Employee` object is
@ -357,7 +334,7 @@ Its value can take any of the following constants:
Deletion is denied if there still exist references to the object being
deleted.
:const:`mongoengine.NULLIFY`
Any object's fields still referring to the object being deleted are set to None
Any object's fields still referring to the object being deleted are removed
(using MongoDB's "unset" operation), effectively nullifying the relationship.
:const:`mongoengine.CASCADE`
Any object containing fields that are referring to the object being deleted
@ -431,15 +408,28 @@ either a single field name, or a list or tuple of field names::
first_name = StringField()
last_name = StringField(unique_with='first_name')
Skipping Document validation on save
------------------------------------
You can also skip the whole document validation process by setting
``validate=False`` when calling the :meth:`~mongoengine.document.Document.save`
method::
class Recipient(Document):
name = StringField()
email = EmailField()
recipient = Recipient(name='admin', email='root@localhost')
recipient.save() # will raise a ValidationError while
recipient.save(validate=False) # won't
Document collections
====================
Document classes that inherit **directly** from :class:`~mongoengine.Document`
will have their own **collection** in the database. The name of the collection
is by default the name of the class converted to snake_case (e.g if your Document class
is named `CompanyUser`, the corresponding collection would be `company_user`). If you need
to change the name of the collection (e.g. to use MongoEngine with an existing database),
then create a class dictionary attribute called :attr:`meta` on your document, and
is by default the name of the class, converted to lowercase (so in the example
above, the collection would be called `page`). If you need to change the name
of the collection (e.g. to use MongoEngine with an existing database), then
create a class dictionary attribute called :attr:`meta` on your document, and
set :attr:`collection` to the name of the collection that you want your
document class to use::
@ -477,7 +467,7 @@ dictionary containing a full index definition.
A direction may be specified on fields by prefixing the field name with a
**+** (for ascending) or a **-** sign (for descending). Note that direction
only matters on compound indexes. Text indexes may be specified by prefixing
only matters on multi-field indexes. Text indexes may be specified by prefixing
the field name with a **$**. Hashed indexes may be specified by prefixing
the field name with a **#**::
@ -488,21 +478,19 @@ the field name with a **#**::
created = DateTimeField()
meta = {
'indexes': [
'title', # single-field index
'title',
'$title', # text index
'#title', # hashed index
('title', '-rating'), # compound index
('category', '_cls'), # compound index
('title', '-rating'),
('category', '_cls'),
{
'fields': ['created'],
'expireAfterSeconds': 3600 # ttl index
'expireAfterSeconds': 3600
}
]
}
If a dictionary is passed then additional options become available. Valid options include,
but are not limited to:
If a dictionary is passed then the following options are available:
:attr:`fields` (Default: None)
The fields to index. Specified in the same format as described above.
@ -523,15 +511,8 @@ but are not limited to:
Allows you to automatically expire data from a collection by setting the
time in seconds to expire the a field.
:attr:`name` (Optional)
Allows you to specify a name for the index
:attr:`collation` (Optional)
Allows to create case insensitive indexes (MongoDB v3.4+ only)
.. note::
Additional options are forwarded as **kwargs to pymongo's create_index method.
Inheritance adds extra fields indices see: :ref:`document-inheritance`.
Global index default options
@ -543,15 +524,15 @@ There are a few top level defaults for all indexes that can be set::
title = StringField()
rating = StringField()
meta = {
'index_opts': {},
'index_options': {},
'index_background': True,
'index_cls': False,
'auto_create_index': True,
'index_drop_dups': True,
'index_cls': False
}
:attr:`index_opts` (Optional)
Set any default index options - see the `full options list <https://docs.mongodb.com/manual/reference/method/db.collection.createIndex/#db.collection.createIndex>`_
:attr:`index_options` (Optional)
Set any default index options - see the `full options list <http://docs.mongodb.org/manual/reference/method/db.collection.ensureIndex/#db.collection.ensureIndex>`_
:attr:`index_background` (Optional)
Set the default value for if an index should be indexed in the background
@ -559,11 +540,11 @@ There are a few top level defaults for all indexes that can be set::
:attr:`index_cls` (Optional)
A way to turn off a specific index for _cls.
:attr:`auto_create_index` (Optional)
When this is True (default), MongoEngine will ensure that the correct
indexes exist in MongoDB each time a command is run. This can be disabled
in systems where indexes are managed separately. Disabling this will improve
performance.
:attr:`index_drop_dups` (Optional)
Set the default value for if an index should drop duplicates
.. note:: Since MongoDB 3.0 drop_dups is not supported anymore. Raises a Warning
and has no effect
Compound Indexes and Indexing sub documents
@ -628,8 +609,8 @@ point. To create a geospatial index you must prefix the field with the
],
}
Time To Live (TTL) indexes
--------------------------
Time To Live indexes
--------------------
A special index type that allows you to automatically expire data from a
collection after a given period. See the official
@ -637,7 +618,7 @@ collection after a given period. See the official
documentation for more information. A common usecase might be session data::
class Session(Document):
created = DateTimeField(default=datetime.utcnow)
created = DateTimeField(default=datetime.now)
meta = {
'indexes': [
{'fields': ['created'], 'expireAfterSeconds': 3600}
@ -700,16 +681,11 @@ subsequent calls to :meth:`~mongoengine.queryset.QuerySet.order_by`. ::
Shard keys
==========
If your collection is sharded by multiple keys, then you can improve shard
routing (and thus the performance of your application) by specifying the shard
key, using the :attr:`shard_key` attribute of
:attr:`~mongoengine.Document.meta`. The shard key should be defined as a tuple.
This ensures that the full shard key is sent with the query when calling
methods such as :meth:`~mongoengine.document.Document.save`,
:meth:`~mongoengine.document.Document.update`,
:meth:`~mongoengine.document.Document.modify`, or
:meth:`~mongoengine.document.Document.delete` on an existing
If your collection is sharded, then you need to specify the shard key as a tuple,
using the :attr:`shard_key` attribute of :attr:`~mongoengine.Document.meta`.
This ensures that the shard key is sent with the query when calling the
:meth:`~mongoengine.document.Document.save` or
:meth:`~mongoengine.document.Document.update` method on an existing
:class:`~mongoengine.Document` instance::
class LogEntry(Document):
@ -719,8 +695,7 @@ methods such as :meth:`~mongoengine.document.Document.save`,
data = StringField()
meta = {
'shard_key': ('machine', 'timestamp'),
'indexes': ('machine', 'timestamp'),
'shard_key': ('machine', 'timestamp',)
}
.. _document-inheritance:
@ -730,7 +705,7 @@ Document inheritance
To create a specialised type of a :class:`~mongoengine.Document` you have
defined, you may subclass it and add any extra fields or methods you may need.
As this new class is not a direct subclass of
As this is new class is not a direct subclass of
:class:`~mongoengine.Document`, it will not be stored in its own collection; it
will use the same collection as its superclass uses. This allows for more
convenient and efficient retrieval of related documents -- all you need do is
@ -750,30 +725,6 @@ document.::
.. note:: From 0.8 onwards :attr:`allow_inheritance` defaults
to False, meaning you must set it to True to use inheritance.
Setting :attr:`allow_inheritance` to True should also be used in
:class:`~mongoengine.EmbeddedDocument` class in case you need to subclass it
When it comes to querying using :attr:`.objects()`, querying `Page.objects()` will query
both `Page` and `DatedPage` whereas querying `DatedPage` will only query the `DatedPage` documents.
Behind the scenes, MongoEngine deals with inheritance by adding a :attr:`_cls` attribute that contains
the class name in every documents. When a document is loaded, MongoEngine checks
it's :attr:`_cls` attribute and use that class to construct the instance.::
Page(title='a funky title').save()
DatedPage(title='another title', date=datetime.utcnow()).save()
print(Page.objects().count()) # 2
print(DatedPage.objects().count()) # 1
# print documents in their native form
# we remove 'id' to avoid polluting the output with unnecessary detail
qs = Page.objects.exclude('id').as_pymongo()
print(list(qs))
# [
# {'_cls': u 'Page', 'title': 'a funky title'},
# {'_cls': u 'Page.DatedPage', 'title': u 'another title', 'date': datetime.datetime(2019, 12, 13, 20, 16, 59, 993000)}
# ]
Working with existing data
--------------------------
As MongoEngine no longer defaults to needing :attr:`_cls`, you can quickly and

View File

@ -41,6 +41,34 @@ already exist, then any changes will be updated atomically. For example::
.. seealso::
:ref:`guide-atomic-updates`
Pre save data validation and cleaning
-------------------------------------
MongoEngine allows you to create custom cleaning rules for your documents when
calling :meth:`~mongoengine.Document.save`. By providing a custom
:meth:`~mongoengine.Document.clean` method you can do any pre validation / data
cleaning.
This might be useful if you want to ensure a default value based on other
document values for example::
class Essay(Document):
status = StringField(choices=('Published', 'Draft'), required=True)
pub_date = DateTimeField()
def clean(self):
"""Ensures that only published essays have a `pub_date` and
automatically sets the pub_date if published and not set"""
if self.status == 'Draft' and self.pub_date is not None:
msg = 'Draft entries should not have a publication date.'
raise ValidationError(msg)
# Set the pub_date for published items if not set.
if self.status == 'Published' and self.pub_date is None:
self.pub_date = datetime.now()
.. note::
Cleaning is only called if validation is turned on and when calling
:meth:`~mongoengine.Document.save`.
Cascading Saves
---------------
If your document contains :class:`~mongoengine.fields.ReferenceField` or

View File

@ -2,15 +2,16 @@
GridFS
======
.. versionadded:: 0.4
Writing
-------
GridFS support comes in the form of the :class:`~mongoengine.fields.FileField` field
object. This field acts as a file-like object and provides a couple of
different ways of inserting and retrieving data. Arbitrary metadata such as
content type can also be stored alongside the files. The object returned when accessing a
FileField is a proxy to `Pymongo's GridFS <https://api.mongodb.com/python/current/examples/gridfs.html#gridfs-example>`_
In the following example, a document is created to store details about animals, including a photo::
content type can also be stored alongside the files. In the following example,
a document is created to store details about animals, including a photo::
class Animal(Document):
genus = StringField()
@ -19,8 +20,8 @@ In the following example, a document is created to store details about animals,
marmot = Animal(genus='Marmota', family='Sciuridae')
with open('marmot.jpg', 'rb') as fd:
marmot.photo.put(fd, content_type = 'image/jpeg')
marmot_photo = open('marmot.jpg', 'rb')
marmot.photo.put(marmot_photo, content_type = 'image/jpeg')
marmot.save()
Retrieval
@ -33,20 +34,6 @@ field. The file can also be retrieved just as easily::
photo = marmot.photo.read()
content_type = marmot.photo.content_type
.. note:: If you need to read() the content of a file multiple times, you'll need to "rewind"
the file-like object using `seek`::
marmot = Animal.objects(genus='Marmota').first()
content1 = marmot.photo.read()
assert content1 != ""
content2 = marmot.photo.read() # will be empty
assert content2 == ""
marmot.photo.seek(0) # rewind the file by setting the current position of the cursor in the file to 0
content3 = marmot.photo.read()
assert content3 == content1
Streaming
---------
@ -66,8 +53,7 @@ Deletion
Deleting stored files is achieved with the :func:`delete` method::
marmot.photo.delete() # Deletes the GridFS document
marmot.save() # Saves the GridFS reference (being None) contained in the marmot instance
marmot.photo.delete()
.. warning::
@ -85,5 +71,4 @@ Files can be replaced with the :func:`replace` method. This works just like
the :func:`put` method so even metadata can (and should) be replaced::
another_marmot = open('another_marmot.png', 'rb')
marmot.photo.replace(another_marmot, content_type='image/png') # Replaces the GridFS document
marmot.save() # Replaces the GridFS reference contained in marmot instance
marmot.photo.replace(another_marmot, content_type='image/png')

View File

@ -10,10 +10,7 @@ User Guide
defining-documents
document-instances
querying
validation
gridfs
signals
text-indexes
migration
logging-monitoring
mongomock

View File

@ -12,7 +12,7 @@ MongoEngine is available on PyPI, so you can use :program:`pip`:
.. code-block:: console
$ python -m pip install mongoengine
$ pip install mongoengine
Alternatively, if you don't have setuptools installed, `download it from PyPi
<http://pypi.python.org/pypi/mongoengine/>`_ and run

View File

@ -1,80 +0,0 @@
==================
Logging/Monitoring
==================
It is possible to use `pymongo.monitoring <https://api.mongodb.com/python/current/api/pymongo/monitoring.html>`_ to monitor
the driver events (e.g: queries, connections, etc). This can be handy if you want to monitor the queries issued by
MongoEngine to the driver.
To use `pymongo.monitoring` with MongoEngine, you need to make sure that you are registering the listeners
**before** establishing the database connection (i.e calling `connect`):
The following snippet provides a basic logging of all command events:
.. code-block:: python
import logging
from pymongo import monitoring
from mongoengine import *
log = logging.getLogger()
log.setLevel(logging.DEBUG)
logging.basicConfig(level=logging.DEBUG)
class CommandLogger(monitoring.CommandListener):
def started(self, event):
log.debug("Command {0.command_name} with request id "
"{0.request_id} started on server "
"{0.connection_id}".format(event))
def succeeded(self, event):
log.debug("Command {0.command_name} with request id "
"{0.request_id} on server {0.connection_id} "
"succeeded in {0.duration_micros} "
"microseconds".format(event))
def failed(self, event):
log.debug("Command {0.command_name} with request id "
"{0.request_id} on server {0.connection_id} "
"failed in {0.duration_micros} "
"microseconds".format(event))
monitoring.register(CommandLogger())
class Jedi(Document):
name = StringField()
connect()
log.info('GO!')
log.info('Saving an item through MongoEngine...')
Jedi(name='Obi-Wan Kenobii').save()
log.info('Querying through MongoEngine...')
obiwan = Jedi.objects.first()
log.info('Updating through MongoEngine...')
obiwan.name = 'Obi-Wan Kenobi'
obiwan.save()
Executing this prints the following output::
INFO:root:GO!
INFO:root:Saving an item through MongoEngine...
DEBUG:root:Command insert with request id 1681692777 started on server ('localhost', 27017)
DEBUG:root:Command insert with request id 1681692777 on server ('localhost', 27017) succeeded in 562 microseconds
INFO:root:Querying through MongoEngine...
DEBUG:root:Command find with request id 1714636915 started on server ('localhost', 27017)
DEBUG:root:Command find with request id 1714636915 on server ('localhost', 27017) succeeded in 341 microseconds
INFO:root:Updating through MongoEngine...
DEBUG:root:Command update with request id 1957747793 started on server ('localhost', 27017)
DEBUG:root:Command update with request id 1957747793 on server ('localhost', 27017) succeeded in 455 microseconds
More details can of course be obtained by checking the `event` argument from the `CommandListener`.

View File

@ -1,308 +0,0 @@
===================
Documents migration
===================
The structure of your documents and their associated mongoengine schemas are likely
to change over the lifetime of an application. This section provides guidance and
recommendations on how to deal with migrations.
Due to the very flexible nature of mongodb, migrations of models aren't trivial and
for people that know about `alembic` for `sqlalchemy`, there is unfortunately no equivalent
library that will manage the migration in an automatic fashion for mongoengine.
Example 1: Addition of a field
==============================
Let's start by taking a simple example of a model change and review the different option you
have to deal with the migration.
Let's assume we start with the following schema and save an instance:
.. code-block:: python
class User(Document):
name = StringField()
User(name="John Doe").save()
# print the objects as they exist in mongodb
print(User.objects().as_pymongo()) # [{u'_id': ObjectId('5d06b9c3d7c1f18db3e7c874'), u'name': u'John Doe'}]
On the next version of your application, let's now assume that a new field `enabled` gets added to the
existing ``User`` model with a `default=True`. Thus you simply update the ``User`` class to the following:
.. code-block:: python
class User(Document):
name = StringField(required=True)
enabled = BooleanField(default=True)
Without applying any migration, we now reload an object from the database into the ``User`` class
and checks its `enabled` attribute:
.. code-block:: python
assert User.objects.count() == 1
user = User.objects().first()
assert user.enabled is True
assert User.objects(enabled=True).count() == 0 # uh?
assert User.objects(enabled=False).count() == 0 # uh?
# this is consistent with what we have in the database
# in fact, 'enabled' does not exist
print(User.objects().as_pymongo().first()) # {u'_id': ObjectId('5d06b9c3d7c1f18db3e7c874'), u'name': u'John'}
assert User.objects(enabled=None).count() == 1
As you can see, even if the document wasn't updated, mongoengine applies the default value seamlessly when it
loads the pymongo dict into a ``User`` instance. At first sight it looks like you don't need to migrate the
existing documents when adding new fields but this actually leads to inconsistencies when it comes to querying.
In fact, when querying, mongoengine isn't trying to account for the default value of the new field and so
if you don't actually migrate the existing documents, you are taking a risk that querying/updating
will be missing relevant record.
When adding fields/modifying default values, you can use any of the following to do the migration
as a standalone script:
.. code-block:: python
# Use mongoengine to set a default value for a given field
User.objects().update(enabled=True)
# or use pymongo
user_coll = User._get_collection()
user_coll.update_many({}, {'$set': {'enabled': True}})
Example 2: Inheritance change
=============================
Let's consider the following example:
.. code-block:: python
class Human(Document):
name = StringField()
meta = {"allow_inheritance": True}
class Jedi(Human):
dark_side = BooleanField()
light_saber_color = StringField()
Jedi(name="Darth Vader", dark_side=True, light_saber_color="red").save()
Jedi(name="Obi Wan Kenobi", dark_side=False, light_saber_color="blue").save()
assert Human.objects.count() == 2
assert Jedi.objects.count() == 2
# Let's check how these documents got stored in mongodb
print(Jedi.objects.as_pymongo())
# [
# {'_id': ObjectId('5fac4aaaf61d7fb06046e0f9'), '_cls': 'Human.Jedi', 'name': 'Darth Vader', 'dark_side': True, 'light_saber_color': 'red'},
# {'_id': ObjectId('5fac4ac4f61d7fb06046e0fa'), '_cls': 'Human.Jedi', 'name': 'Obi Wan Kenobi', 'dark_side': False, 'light_saber_color': 'blue'}
# ]
As you can observe, when you use inheritance, MongoEngine stores a field named '_cls' behind the scene to keep
track of the Document class.
Let's now take the scenario that you want to refactor the inheritance schema and:
- Have the Jedi's with dark_side=True/False become GoodJedi's/DarkSith
- get rid of the 'dark_side' field
move to the following schemas:
.. code-block:: python
# unchanged
class Human(Document):
name = StringField()
meta = {"allow_inheritance": True}
# attribute 'dark_side' removed
class GoodJedi(Human):
light_saber_color = StringField()
# new class
class BadSith(Human):
light_saber_color = StringField()
MongoEngine doesn't know about the change or how to map them with the existing data
so if you don't apply any migration, you will observe a strange behavior, as if the collection was suddenly
empty.
.. code-block:: python
# As a reminder, the documents that we inserted
# have the _cls field = 'Human.Jedi'
# Following has no match
# because the query that is used behind the scene is
# filtering on {'_cls': 'Human.GoodJedi'}
assert GoodJedi.objects().count() == 0
# Following has also no match
# because it is filtering on {'_cls': {'$in': ('Human', 'Human.GoodJedi', 'Human.BadSith')}}
# which has no match
assert Human.objects.count() == 0
assert Human.objects.first() is None
# If we bypass MongoEngine and make use of underlying driver (PyMongo)
# we can see that the documents are there
humans_coll = Human._get_collection()
assert humans_coll.count_documents({}) == 2
# print first document
print(humans_coll.find_one())
# {'_id': ObjectId('5fac4aaaf61d7fb06046e0f9'), '_cls': 'Human.Jedi', 'name': 'Darth Vader', 'dark_side': True, 'light_saber_color': 'red'}
As you can see, first obvious problem is that we need to modify '_cls' values based on existing values of
'dark_side' documents.
.. code-block:: python
humans_coll = Human._get_collection()
old_class = 'Human.Jedi'
good_jedi_class = 'Human.GoodJedi'
bad_sith_class = 'Human.BadSith'
humans_coll.update_many({'_cls': old_class, 'dark_side': False}, {'$set': {'_cls': good_jedi_class}})
humans_coll.update_many({'_cls': old_class, 'dark_side': True}, {'$set': {'_cls': bad_sith_class}})
Let's now check if querying improved in MongoEngine:
.. code-block:: python
assert GoodJedi.objects().count() == 1 # Hoorah!
assert BadSith.objects().count() == 1 # Hoorah!
assert Human.objects.count() == 2 # Hoorah!
# let's now check that documents load correctly
jedi = GoodJedi.objects().first()
# raises FieldDoesNotExist: The fields "{'dark_side'}" do not exist on the document "Human.GoodJedi"
In fact we only took care of renaming the _cls values but we havn't removed the 'dark_side' fields
which does not exist anymore on the GoodJedi's and BadSith's models.
Let's remove the field from the collections:
.. code-block:: python
humans_coll = Human._get_collection()
humans_coll.update_many({}, {'$unset': {'dark_side': 1}})
.. note:: We did this migration in 2 different steps for the sake of example but it could have been combined
with the migration of the _cls fields: ::
humans_coll.update_many(
{'_cls': old_class, 'dark_side': False},
{
'$set': {'_cls': good_jedi_class},
'$unset': {'dark_side': 1}
}
)
And verify that the documents now load correctly:
.. code-block:: python
jedi = GoodJedi.objects().first()
assert jedi.name == "Obi Wan Kenobi"
sith = BadSith.objects().first()
assert sith.name == "Darth Vader"
An other way of dealing with this migration is to iterate over
the documents and update/replace them one by one. This is way slower but
it is often useful for complex migrations of Document models.
.. code-block:: python
for doc in humans_coll.find():
if doc['_cls'] == 'Human.Jedi':
doc['_cls'] = 'Human.BadSith' if doc['dark_side'] else 'Human.GoodJedi'
doc.pop('dark_side')
humans_coll.replace_one({'_id': doc['_id']}, doc)
.. warning:: Be aware of this `flaw <https://groups.google.com/g/mongodb-user/c/AFC1ia7MHzk>`_ if you modify documents while iterating
Example 4: Index removal
========================
If you remove an index from your Document class, or remove an indexed Field from your Document class,
you'll need to manually drop the corresponding index. MongoEngine will not do that for you.
The way to deal with this case is to identify the name of the index to drop with `index_information()`, and then drop
it with `drop_index()`
Let's for instance assume that you start with the following Document class
.. code-block:: python
class User(Document):
name = StringField(index=True)
meta = {"indexes": ["name"]}
User(name="John Doe").save()
As soon as you start interacting with the Document collection (when `.save()` is called in this case),
it would create the following indexes:
.. code-block:: python
print(User._get_collection().index_information())
# {
# '_id_': {'key': [('_id', 1)], 'v': 2},
# 'name_1': {'background': False, 'key': [('name', 1)], 'v': 2},
# }
Thus: '_id' which is the default index and 'name_1' which is our custom index.
If you would remove the 'name' field or its index, you would have to call:
.. code-block:: python
User._get_collection().drop_index('name_1')
.. note:: When adding new fields or new indexes, MongoEngine will take care of creating them
(unless `auto_create_index` is disabled) ::
Recommendations
===============
- Write migration scripts whenever you do changes to the model schemas
- Using :class:`~mongoengine.DynamicDocument` or ``meta = {"strict": False}`` may help to avoid some migrations or to have the 2 versions of your application to co-exist.
- Write post-processing checks to verify that migrations script worked. See below
Post-processing checks
======================
The following recipe can be used to sanity check a Document collection after you applied migration.
It does not make any assumption on what was migrated, it will fetch 1000 objects randomly and
run some quick checks on the documents to make sure the document looks OK. As it is, it will fail
on the first occurrence of an error but this is something that can be adapted based on your needs.
.. code-block:: python
def get_random_oids(collection, sample_size):
pipeline = [{"$project": {'_id': 1}}, {"$sample": {"size": sample_size}}]
return [s['_id'] for s in collection.aggregate(pipeline)]
def get_random_documents(DocCls, sample_size):
doc_collection = DocCls._get_collection()
random_oids = get_random_oids(doc_collection, sample_size)
return DocCls.objects(id__in=random_oids)
def check_documents(DocCls, sample_size):
for doc in get_random_documents(DocCls, sample_size):
# general validation (types and values)
doc.validate()
# load all subfields,
# this may trigger additional queries if you have ReferenceFields
# so it may be slow
for field in doc._fields:
try:
getattr(doc, field)
except Exception:
LOG.warning(f"Could not load field {field} in Document {doc.id}")
raise
check_documents(Human, sample_size=1000)

View File

@ -2,10 +2,10 @@
Use mongomock for testing
==============================
`mongomock <https://github.com/vmalloc/mongomock/>`_ is a package to do just
`mongomock <https://github.com/vmalloc/mongomock/>`_ is a package to do just
what the name implies, mocking a mongo database.
To use with mongoengine, simply specify mongomock when connecting with
To use with mongoengine, simply specify mongomock when connecting with
mongoengine:
.. code-block:: python
@ -19,30 +19,3 @@ or with an alias:
connect('mongoenginetest', host='mongomock://localhost', alias='testdb')
conn = get_connection('testdb')
Example of test file:
---------------------
.. code-block:: python
import unittest
from mongoengine import connect, disconnect
class Person(Document):
name = StringField()
class TestPerson(unittest.TestCase):
@classmethod
def setUpClass(cls):
connect('mongoenginetest', host='mongomock://localhost')
@classmethod
def tearDownClass(cls):
disconnect()
def test_thing(self):
pers = Person(name='John')
pers.save()
fresh_pers = Person.objects().first()
assert fresh_pers.name == 'John'

View File

@ -64,7 +64,7 @@ Available operators are as follows:
* ``gt`` -- greater than
* ``gte`` -- greater than or equal to
* ``not`` -- negate a standard check, may be used before other operators (e.g.
``Q(age__not__mod=(5, 0))``)
``Q(age__not__mod=5)``)
* ``in`` -- value is in list (a list of values should be provided)
* ``nin`` -- value is not in list (a list of values should be provided)
* ``mod`` -- ``value % x == y``, where ``x`` and ``y`` are two provided values
@ -86,10 +86,6 @@ expressions:
* ``istartswith`` -- string field starts with value (case insensitive)
* ``endswith`` -- string field ends with value
* ``iendswith`` -- string field ends with value (case insensitive)
* ``wholeword`` -- string field contains whole word
* ``iwholeword`` -- string field contains whole word (case insensitive)
* ``regex`` -- string field match by regex
* ``iregex`` -- string field match by regex (case insensitive)
* ``match`` -- performs an $elemMatch so you can match an entire document within an array
@ -226,24 +222,12 @@ keyword argument::
.. versionadded:: 0.4
Sorting/Ordering results
========================
It is possible to order the results by 1 or more keys using :meth:`~mongoengine.queryset.QuerySet.order_by`.
The order may be specified by prepending each of the keys by "+" or "-". Ascending order is assumed if there's no prefix.::
# Order by ascending date
blogs = BlogPost.objects().order_by('date') # equivalent to .order_by('+date')
# Order by ascending date first, then descending title
blogs = BlogPost.objects().order_by('+date', '-title')
Limiting and skipping results
=============================
Just as with traditional ORMs, you may limit the number of results returned or
skip a number or results in you query.
:meth:`~mongoengine.queryset.QuerySet.limit` and
:meth:`~mongoengine.queryset.QuerySet.skip` methods are available on
:meth:`~mongoengine.queryset.QuerySet.skip` and methods are available on
:class:`~mongoengine.queryset.QuerySet` objects, but the `array-slicing` syntax
is preferred for achieving this::
@ -365,9 +349,9 @@ Just as with limiting and skipping results, there is a method on a
You could technically use ``len(User.objects)`` to get the same result, but it
would be significantly slower than :meth:`~mongoengine.queryset.QuerySet.count`.
When you execute a server-side count query, you let MongoDB do the heavy
lifting and you receive a single integer over the wire. Meanwhile, ``len()``
lifting and you receive a single integer over the wire. Meanwhile, len()
retrieves all the results, places them in a local cache, and finally counts
them. If we compare the performance of the two operations, ``len()`` is much slower
them. If we compare the performance of the two operations, len() is much slower
than :meth:`~mongoengine.queryset.QuerySet.count`.
Further aggregation
@ -402,25 +386,6 @@ would be generating "tag-clouds"::
top_tags = sorted(tag_freqs.items(), key=itemgetter(1), reverse=True)[:10]
MongoDB aggregation API
-----------------------
If you need to run aggregation pipelines, MongoEngine provides an entry point to `Pymongo's aggregation framework <https://api.mongodb.com/python/current/examples/aggregation.html#aggregation-framework>`_
through :meth:`~mongoengine.queryset.QuerySet.aggregate`. Check out Pymongo's documentation for the syntax and pipeline.
An example of its use would be::
class Person(Document):
name = StringField()
Person(name='John').save()
Person(name='Bob').save()
pipeline = [
{"$sort" : {"name" : -1}},
{"$project": {"_id": 0, "name": {"$toUpper": "$name"}}}
]
data = Person.objects().aggregate(pipeline)
assert data == [{'name': 'BOB'}, {'name': 'JOHN'}]
Query efficiency and performance
================================
@ -491,14 +456,14 @@ data. To turn off dereferencing of the results of a query use
:func:`~mongoengine.queryset.QuerySet.no_dereference` on the queryset like so::
post = Post.objects.no_dereference().first()
assert(isinstance(post.author, DBRef))
assert(isinstance(post.author, ObjectId))
You can also turn off all dereferencing for a fixed period by using the
:class:`~mongoengine.context_managers.no_dereference` context manager::
with no_dereference(Post) as Post:
post = Post.objects.first()
assert(isinstance(post.author, DBRef))
assert(isinstance(post.author, ObjectId))
# Outside the context manager dereferencing occurs.
assert(isinstance(post.author, User))
@ -547,10 +512,7 @@ Documents may be updated atomically by using the
There are several different "modifiers" that you may use with these methods:
* ``set`` -- set a particular value
* ``set_on_insert`` -- set only if this is new document `need to add upsert=True`_
* ``unset`` -- delete a particular value (since MongoDB v1.3)
* ``max`` -- update only if value is bigger
* ``min`` -- update only if value is smaller
* ``inc`` -- increment a value by a given amount
* ``dec`` -- decrement a value by a given amount
* ``push`` -- append a value to a list
@ -559,7 +521,6 @@ There are several different "modifiers" that you may use with these methods:
* ``pull`` -- remove a value from a list
* ``pull_all`` -- remove several values from a list
* ``add_to_set`` -- add value to a list only if its not in the list already
* ``rename`` -- rename the key name
.. _depending on the value: http://docs.mongodb.org/manual/reference/operator/update/pop/
@ -604,20 +565,10 @@ cannot use the `$` syntax in keyword arguments it has been mapped to `S`::
>>> post.tags
['database', 'mongodb']
From MongoDB version 2.6, push operator supports $position value which allows
to push values with index::
>>> post = BlogPost(title="Test", tags=["mongo"])
>>> post.save()
>>> post.update(push__tags__0=["database", "code"])
>>> post.reload()
>>> post.tags
['database', 'code', 'mongo']
.. note::
Currently only top level lists are handled, future versions of mongodb /
pymongo plan to support nested positional operators. See `The $ positional
operator <https://docs.mongodb.com/manual/tutorial/update-documents/#Updating-The%24positionaloperator>`_.
operator <http://www.mongodb.org/display/DOCS/Updating#Updating-The%24positionaloperator>`_.
Server-side javascript execution
================================

View File

@ -43,10 +43,10 @@ Available signals include:
has taken place but before saving.
`post_save`
Called within :meth:`~mongoengine.Document.save` after most actions
(validation, insert/update, and cascades, but not clearing dirty flags) have
completed successfully. Passed the additional boolean keyword argument
`created` to indicate if the save was an insert or an update.
Called within :meth:`~mongoengine.Document.save` after all actions
(validation, insert/update, cascades, clearing dirty flags) have completed
successfully. Passed the additional boolean keyword argument `created` to
indicate if the save was an insert or an update.
`pre_delete`
Called within :meth:`~mongoengine.Document.delete` prior to
@ -113,10 +113,6 @@ handlers within your subclass::
signals.pre_save.connect(Author.pre_save, sender=Author)
signals.post_save.connect(Author.post_save, sender=Author)
.. warning::
Note that EmbeddedDocument only supports pre/post_init signals. pre/post_save, etc should be attached to Document's class only. Attaching pre_save to an EmbeddedDocument is ignored silently.
Finally, you can also use this small decorator to quickly create a number of
signals and attach them to your :class:`~mongoengine.Document` or
:class:`~mongoengine.EmbeddedDocument` subclasses as class decorators::

View File

@ -8,7 +8,7 @@ After MongoDB 2.4 version, supports search documents by text indexes.
Defining a Document with text index
===================================
Use the *$* prefix to set a text index, Look the declaration::
class News(Document):
title = StringField()
content = StringField()
@ -35,10 +35,10 @@ Saving a document::
content="Various improvements").save()
Next, start a text search using :attr:`QuerySet.search_text` method::
document = News.objects.search_text('testing').first()
document.title # may be: "Using mongodb text search"
document = News.objects.search_text('released').first()
document.title # may be: "MongoEngine 0.9 released"
@ -48,4 +48,4 @@ Ordering by text score
::
objects = News.objects.search_text('mongo').order_by('$text_score')
objects = News.objects.search('mongo').order_by('$text_score')

View File

@ -1,122 +0,0 @@
====================
Document Validation
====================
By design, MongoEngine strictly validates the documents right before they are inserted in MongoDB
and makes sure they are consistent with the fields defined in your models.
MongoEngine makes the assumption that the documents that exists in the DB are compliant with the schema.
This means that Mongoengine will not validate a document when an object is loaded from the DB into an instance
of your model but this operation may fail under some circumstances (e.g. if there is a field in
the document fetched from the database that is not defined in your model).
Built-in validation
===================
Mongoengine provides different fields that encapsulate the corresponding validation
out of the box. Validation runs when calling `.validate()` or `.save()`
.. code-block:: python
from mongoengine import Document, EmailField
class User(Document):
email = EmailField()
age = IntField(min_value=0, max_value=99)
user = User(email='invalid@', age=24)
user.validate() # raises ValidationError (Invalid email address: ['email'])
user.save() # raises ValidationError (Invalid email address: ['email'])
user2 = User(email='john.doe@garbage.com', age=1000)
user2.save() # raises ValidationError (Integer value is too large: ['age'])
Custom validation
=================
The following feature can be used to customize the validation:
* Field `validation` parameter
.. code-block:: python
def not_john_doe(name):
if name == 'John Doe':
raise ValidationError("John Doe is not a valid name")
class Person(Document):
full_name = StringField(validation=not_john_doe)
Person(full_name='Billy Doe').save()
Person(full_name='John Doe').save() # raises ValidationError (John Doe is not a valid name)
* Document `clean` method
This method is called as part of :meth:`~mongoengine.document.Document.save` and should be used to provide
custom model validation and/or to modify some of the field values prior to validation.
For instance, you could use it to automatically provide a value for a field, or to do validation
that requires access to more than a single field.
.. code-block:: python
class Essay(Document):
status = StringField(choices=('Published', 'Draft'), required=True)
pub_date = DateTimeField()
def clean(self):
# Validate that only published essays have a `pub_date`
if self.status == 'Draft' and self.pub_date is not None:
raise ValidationError('Draft entries should not have a publication date.')
# Set the pub_date for published items if not set.
if self.status == 'Published' and self.pub_date is None:
self.pub_date = datetime.now()
.. note::
Cleaning is only called if validation is turned on and when calling
:meth:`~mongoengine.Document.save`.
* Adding custom Field classes
We recommend as much as possible to use fields provided by MongoEngine. However, it is also possible
to subclass a Field and encapsulate some validation by overriding the `validate` method
.. code-block:: python
class AgeField(IntField):
def validate(self, value):
super(AgeField, self).validate(value) # let IntField.validate run first
if value == 60:
self.error('60 is not allowed')
class Person(Document):
age = AgeField(min_value=0, max_value=99)
Person(age=20).save() # passes
Person(age=1000).save() # raises ValidationError (Integer value is too large: ['age'])
Person(age=60).save() # raises ValidationError (Person:None) (60 is not allowed: ['age'])
.. note::
When overriding `validate`, use `self.error("your-custom-error")` instead of raising ValidationError explicitly,
it will provide a better context with the error message
Skipping validation
====================
Although discouraged as it allows to violate fields constraints, if for some reason you need to disable
the validation and cleaning of a document when you call :meth:`~mongoengine.document.Document.save`, you can use `.save(validate=False)`.
.. code-block:: python
class Person(Document):
age = IntField(max_value=100)
Person(age=1000).save() # raises ValidationError (Integer value is too large)
Person(age=1000).save(validate=False)
person = Person.objects.first()
assert person.age == 1000

View File

@ -7,7 +7,7 @@ MongoDB. To install it, simply run
.. code-block:: console
$ python -m pip install -U mongoengine
$ pip install -U mongoengine
:doc:`tutorial`
A quick tutorial building a tumblelog to get you up and running with
@ -23,18 +23,9 @@ MongoDB. To install it, simply run
:doc:`upgrade`
How to upgrade MongoEngine.
:doc:`faq`
Frequently Asked Questions
:doc:`django`
Using MongoEngine and Django
MongoDB and driver support
--------------------------
MongoEngine is based on the PyMongo driver and tested against multiple versions of MongoDB.
For further details, please refer to the `readme <https://github.com/MongoEngine/mongoengine#mongoengine>`_.
Community
---------
@ -82,7 +73,6 @@ formats for offline reading.
apireference
changelog
upgrade
faq
django
Indices and tables
@ -91,3 +81,4 @@ Indices and tables
* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`

View File

@ -1,3 +0,0 @@
Sphinx==3.3.0
sphinx-rtd-theme==0.5.0
readthedocs-sphinx-ext==2.1.1

View File

@ -18,7 +18,7 @@ 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,
simply use pip to install it like so::
$ python -m pip install mongoengine
$ pip install mongoengine
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`
@ -86,7 +86,7 @@ of them stand out as particularly intuitive solutions.
Posts
^^^^^
Happily MongoDB *isn't* a relational database, so we're not going to do it that
Happily mongoDB *isn't* a relational database, so we're not going to do it that
way. As it turns out, we can use MongoDB's schemaless nature to provide us with
a much nicer solution. We will store all of the posts in *one collection* and
each post type will only store the fields it needs. If we later want to add
@ -153,7 +153,7 @@ 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
relational model. Using MongoDB we can store the comments as a list of
*embedded documents* directly on a post document. An embedded document should
be treated no differently than a regular document; it just doesn't have its own
be treated no differently that a regular document; it just doesn't have its own
collection in the database. Using MongoEngine, we can define the structure of
embedded documents, along with utility methods, in exactly the same way we do
with regular documents::

View File

@ -6,11 +6,6 @@ Development
***********
(Fill this out whenever you introduce breaking changes to MongoEngine)
URLField's constructor no longer takes `verify_exists`
0.15.0
******
0.14.0
******
This release includes a few bug fixes and a significant code cleanup. The most
@ -52,7 +47,7 @@ rename its occurrences.
This release includes a major rehaul of MongoEngine's code quality and
introduces a few breaking changes. It also touches many different parts of
the package and although all the changes have been tested and scrutinized,
you're encouraged to thoroughly test the upgrade.
you're encouraged to thorougly test the upgrade.
First breaking change involves renaming `ConnectionError` to `MongoEngineConnectionError`.
If you import or catch this exception, you'll need to rename it in your code.
@ -85,10 +80,10 @@ by default from now on.
The 0.8.7 package on pypi was corrupted. If upgrading from 0.8.7 to 0.9.0 please follow: ::
python -m pip uninstall pymongo
python -m pip uninstall mongoengine
python -m pip install pymongo==2.8
python -m pip install mongoengine
pip uninstall pymongo
pip uninstall mongoengine
pip install pymongo==2.8
pip install mongoengine
0.8.7
*****
@ -153,7 +148,7 @@ inherited classes like so: ::
# 4. Remove indexes
info = collection.index_information()
indexes_to_drop = [key for key, value in info.items()
indexes_to_drop = [key for key, value in info.iteritems()
if '_types' in dict(value['key'])]
for index in indexes_to_drop:
collection.drop_index(index)

View File

@ -1,43 +1,36 @@
# Import submodules so that we can expose their __all__
from mongoengine import (
connection,
document,
errors,
fields,
queryset,
signals,
)
from mongoengine import connection
from mongoengine import document
from mongoengine import errors
from mongoengine import fields
from mongoengine import queryset
from mongoengine import signals
# Import everything from each submodule so that it can be accessed via
# mongoengine, e.g. instead of `from mongoengine.connection import connect`,
# users can simply use `from mongoengine import connect`, or even
# `from mongoengine import *` and then `connect('testdb')`.
from mongoengine.connection import * # noqa: F401
from mongoengine.document import * # noqa: F401
from mongoengine.errors import * # noqa: F401
from mongoengine.fields import * # noqa: F401
from mongoengine.queryset import * # noqa: F401
from mongoengine.signals import * # noqa: F401
__all__ = (
list(document.__all__)
+ list(fields.__all__)
+ list(connection.__all__)
+ list(queryset.__all__)
+ list(signals.__all__)
+ list(errors.__all__)
)
from mongoengine.connection import *
from mongoengine.document import *
from mongoengine.errors import *
from mongoengine.fields import *
from mongoengine.queryset import *
from mongoengine.signals import *
VERSION = (0, 23, 1)
__all__ = (list(document.__all__) + list(fields.__all__) +
list(connection.__all__) + list(queryset.__all__) +
list(signals.__all__) + list(errors.__all__))
VERSION = (0, 14, 0)
def get_version():
"""Return the VERSION as a string.
For example, if `VERSION == (0, 10, 7)`, return '0.10.7'.
"""Return the VERSION as a string, e.g. for VERSION == (0, 10, 7),
return '0.10.7'.
"""
return ".".join(map(str, VERSION))
return '.'.join(map(str, VERSION))
__version__ = get_version()

View File

@ -12,22 +12,17 @@ from mongoengine.base.metaclasses import *
__all__ = (
# common
"UPDATE_OPERATORS",
"_document_registry",
"get_document",
'UPDATE_OPERATORS', '_document_registry', 'get_document',
# datastructures
"BaseDict",
"BaseList",
"EmbeddedDocumentList",
"LazyReference",
'BaseDict', 'BaseList', 'EmbeddedDocumentList',
# document
"BaseDocument",
'BaseDocument',
# fields
"BaseField",
"ComplexBaseField",
"ObjectIdField",
"GeoJsonBaseField",
'BaseField', 'ComplexBaseField', 'ObjectIdField', 'GeoJsonBaseField',
# metaclasses
"DocumentMetaclass",
"TopLevelDocumentMetaclass",
'DocumentMetaclass', 'TopLevelDocumentMetaclass'
)

View File

@ -1,62 +1,31 @@
from mongoengine.errors import NotRegistered
__all__ = ("UPDATE_OPERATORS", "get_document", "_document_registry")
__all__ = ('UPDATE_OPERATORS', 'get_document', '_document_registry')
UPDATE_OPERATORS = {
"set",
"unset",
"inc",
"dec",
"mul",
"pop",
"push",
"push_all",
"pull",
"pull_all",
"add_to_set",
"set_on_insert",
"min",
"max",
"rename",
}
UPDATE_OPERATORS = set(['set', 'unset', 'inc', 'dec', 'pop', 'push',
'push_all', 'pull', 'pull_all', 'add_to_set',
'set_on_insert', 'min', 'max', 'rename'])
_document_registry = {}
def get_document(name):
"""Get a registered Document class by name."""
"""Get a document class by name."""
doc = _document_registry.get(name, None)
if not doc:
# Possible old style name
single_end = name.split(".")[-1]
compound_end = ".%s" % single_end
possible_match = [
k for k in _document_registry if k.endswith(compound_end) or k == single_end
]
single_end = name.split('.')[-1]
compound_end = '.%s' % single_end
possible_match = [k for k in _document_registry.keys()
if k.endswith(compound_end) or k == single_end]
if len(possible_match) == 1:
doc = _document_registry.get(possible_match.pop(), None)
if not doc:
raise NotRegistered(
"""
raise NotRegistered("""
`%s` has not been registered in the document registry.
Importing the document class automatically registers it, has it
been imported?
""".strip()
% name
)
""".strip() % name)
return doc
def _get_documents_by_db(connection_alias, default_connection_alias):
"""Get all registered Documents class attached to a given database"""
def get_doc_alias(doc_cls):
return doc_cls._meta.get("db_alias", default_connection_alias)
return [
doc_cls
for doc_cls in _document_registry.values()
if get_doc_alias(doc_cls) == connection_alias
]

View File

@ -1,41 +1,12 @@
import itertools
import weakref
from bson import DBRef
import six
from mongoengine.common import _import_class
from mongoengine.errors import DoesNotExist, MultipleObjectsReturned
__all__ = (
"BaseDict",
"StrictDict",
"BaseList",
"EmbeddedDocumentList",
"LazyReference",
)
def mark_as_changed_wrapper(parent_method):
"""Decorator that ensures _mark_as_changed method gets called."""
def wrapper(self, *args, **kwargs):
# Can't use super() in the decorator.
result = parent_method(self, *args, **kwargs)
self._mark_as_changed()
return result
return wrapper
def mark_key_as_changed_wrapper(parent_method):
"""Decorator that ensures _mark_as_changed method gets called with the key argument"""
def wrapper(self, key, *args, **kwargs):
# Can't use super() in the decorator.
result = parent_method(self, key, *args, **kwargs)
self._mark_as_changed(key)
return result
return wrapper
__all__ = ('BaseDict', 'BaseList', 'EmbeddedDocumentList')
class BaseDict(dict):
@ -46,36 +17,46 @@ class BaseDict(dict):
_name = None
def __init__(self, dict_items, instance, name):
BaseDocument = _import_class("BaseDocument")
Document = _import_class('Document')
EmbeddedDocument = _import_class('EmbeddedDocument')
if isinstance(instance, BaseDocument):
if isinstance(instance, (Document, EmbeddedDocument)):
self._instance = weakref.proxy(instance)
self._name = name
super().__init__(dict_items)
super(BaseDict, self).__init__(dict_items)
def get(self, key, default=None):
# get does not use __getitem__ by default so we must override it as well
try:
return self.__getitem__(key)
except KeyError:
return default
def __getitem__(self, key, *args, **kwargs):
value = super(BaseDict, self).__getitem__(key)
def __getitem__(self, key):
value = super().__getitem__(key)
EmbeddedDocument = _import_class("EmbeddedDocument")
EmbeddedDocument = _import_class('EmbeddedDocument')
if isinstance(value, EmbeddedDocument) and value._instance is None:
value._instance = self._instance
elif isinstance(value, dict) and not isinstance(value, BaseDict):
value = BaseDict(value, None, f"{self._name}.{key}")
super().__setitem__(key, value)
elif not isinstance(value, BaseDict) and isinstance(value, dict):
value = BaseDict(value, None, '%s.%s' % (self._name, key))
super(BaseDict, self).__setitem__(key, value)
value._instance = self._instance
elif isinstance(value, list) and not isinstance(value, BaseList):
value = BaseList(value, None, f"{self._name}.{key}")
super().__setitem__(key, value)
elif not isinstance(value, BaseList) and isinstance(value, list):
value = BaseList(value, None, '%s.%s' % (self._name, key))
super(BaseDict, self).__setitem__(key, value)
value._instance = self._instance
return value
def __setitem__(self, key, value, *args, **kwargs):
self._mark_as_changed(key)
return super(BaseDict, self).__setitem__(key, value)
def __delete__(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).__delete__(*args, **kwargs)
def __delitem__(self, key, *args, **kwargs):
self._mark_as_changed(key)
return super(BaseDict, self).__delitem__(key)
def __delattr__(self, key, *args, **kwargs):
self._mark_as_changed(key)
return super(BaseDict, self).__delattr__(key)
def __getstate__(self):
self.instance = None
self._dereferenced = False
@ -85,19 +66,30 @@ class BaseDict(dict):
self = state
return self
__setitem__ = mark_key_as_changed_wrapper(dict.__setitem__)
__delattr__ = mark_key_as_changed_wrapper(dict.__delattr__)
__delitem__ = mark_key_as_changed_wrapper(dict.__delitem__)
pop = mark_as_changed_wrapper(dict.pop)
clear = mark_as_changed_wrapper(dict.clear)
update = mark_as_changed_wrapper(dict.update)
popitem = mark_as_changed_wrapper(dict.popitem)
setdefault = mark_as_changed_wrapper(dict.setdefault)
def clear(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).clear()
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()
def setdefault(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).setdefault(*args, **kwargs)
def update(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseDict, self).update(*args, **kwargs)
def _mark_as_changed(self, key=None):
if hasattr(self._instance, "_mark_as_changed"):
if hasattr(self._instance, '_mark_as_changed'):
if key:
self._instance._mark_as_changed(f"{self._name}.{key}")
self._instance._mark_as_changed('%s.%s' % (self._name, key))
else:
self._instance._mark_as_changed(self._name)
@ -110,41 +102,52 @@ class BaseList(list):
_name = None
def __init__(self, list_items, instance, name):
BaseDocument = _import_class("BaseDocument")
Document = _import_class('Document')
EmbeddedDocument = _import_class('EmbeddedDocument')
if isinstance(instance, BaseDocument):
if isinstance(instance, (Document, EmbeddedDocument)):
self._instance = weakref.proxy(instance)
self._name = name
super().__init__(list_items)
super(BaseList, self).__init__(list_items)
def __getitem__(self, key):
# change index to positive value because MongoDB does not support negative one
if isinstance(key, int) and key < 0:
key = len(self) + key
value = super().__getitem__(key)
def __getitem__(self, key, *args, **kwargs):
value = super(BaseList, self).__getitem__(key)
if isinstance(key, slice):
# When receiving a slice operator, we don't convert the structure and bind
# to parent's instance. This is buggy for now but would require more work to be handled properly
return value
EmbeddedDocument = _import_class("EmbeddedDocument")
EmbeddedDocument = _import_class('EmbeddedDocument')
if isinstance(value, EmbeddedDocument) and value._instance is None:
value._instance = self._instance
elif isinstance(value, dict) and not isinstance(value, BaseDict):
# Replace dict by BaseDict
value = BaseDict(value, None, f"{self._name}.{key}")
super().__setitem__(key, value)
elif not isinstance(value, BaseDict) and isinstance(value, dict):
value = BaseDict(value, None, '%s.%s' % (self._name, key))
super(BaseList, self).__setitem__(key, value)
value._instance = self._instance
elif isinstance(value, list) and not isinstance(value, BaseList):
# Replace list by BaseList
value = BaseList(value, None, f"{self._name}.{key}")
super().__setitem__(key, value)
elif not isinstance(value, BaseList) and isinstance(value, list):
value = BaseList(value, None, '%s.%s' % (self._name, key))
super(BaseList, self).__setitem__(key, value)
value._instance = self._instance
return value
def __iter__(self):
yield from super().__iter__()
for i in xrange(self.__len__()):
yield self[i]
def __setitem__(self, key, value, *args, **kwargs):
if isinstance(key, slice):
self._mark_as_changed()
else:
self._mark_as_changed(key)
return super(BaseList, self).__setitem__(key, value)
def __delitem__(self, key, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).__delitem__(key)
def __setslice__(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).__setslice__(*args, **kwargs)
def __delslice__(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).__delslice__(*args, **kwargs)
def __getstate__(self):
self.instance = None
@ -155,40 +158,53 @@ class BaseList(list):
self = state
return self
def __setitem__(self, key, value):
changed_key = key
if isinstance(key, slice):
# In case of slice, we don't bother to identify the exact elements being updated
# instead, we simply marks the whole list as changed
changed_key = None
def __iadd__(self, other):
self._mark_as_changed()
return super(BaseList, self).__iadd__(other)
result = super().__setitem__(key, value)
self._mark_as_changed(changed_key)
return result
def __imul__(self, other):
self._mark_as_changed()
return super(BaseList, self).__imul__(other)
append = mark_as_changed_wrapper(list.append)
extend = mark_as_changed_wrapper(list.extend)
insert = mark_as_changed_wrapper(list.insert)
pop = mark_as_changed_wrapper(list.pop)
remove = mark_as_changed_wrapper(list.remove)
reverse = mark_as_changed_wrapper(list.reverse)
sort = mark_as_changed_wrapper(list.sort)
__delitem__ = mark_as_changed_wrapper(list.__delitem__)
__iadd__ = mark_as_changed_wrapper(list.__iadd__)
__imul__ = mark_as_changed_wrapper(list.__imul__)
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()
def sort(self, *args, **kwargs):
self._mark_as_changed()
return super(BaseList, self).sort(*args, **kwargs)
def _mark_as_changed(self, key=None):
if hasattr(self._instance, "_mark_as_changed"):
if key is not None:
self._instance._mark_as_changed(f"{self._name}.{key % len(self)}")
if hasattr(self._instance, '_mark_as_changed'):
if key:
self._instance._mark_as_changed(
'%s.%s' % (self._name, key % len(self))
)
else:
self._instance._mark_as_changed(self._name)
class EmbeddedDocumentList(BaseList):
def __init__(self, list_items, instance, name):
super().__init__(list_items, instance, name)
self._instance = instance
@classmethod
def __match_all(cls, embedded_doc, kwargs):
@ -197,7 +213,7 @@ class EmbeddedDocumentList(BaseList):
"""
for key, expected_value in kwargs.items():
doc_val = getattr(embedded_doc, key)
if doc_val != expected_value and str(doc_val) != expected_value:
if doc_val != expected_value and six.text_type(doc_val) != expected_value:
return False
return True
@ -208,14 +224,15 @@ class EmbeddedDocumentList(BaseList):
return embedded_docs
return [doc for doc in embedded_docs if cls.__match_all(doc, kwargs)]
def __init__(self, list_items, instance, name):
super(EmbeddedDocumentList, self).__init__(list_items, instance, name)
self._instance = instance
def filter(self, **kwargs):
"""
Filters the list by only including embedded documents with the
given keyword arguments.
This method only supports simple comparison (e.g. .filter(name='John Doe'))
and does not support operators like __gte, __lte, __icontains like queryset.filter does
:param kwargs: The keyword arguments corresponding to the fields to
filter on. *Multiple arguments are treated as if they are ANDed
together.*
@ -270,10 +287,12 @@ class EmbeddedDocumentList(BaseList):
"""
values = self.__only_matches(self, kwargs)
if len(values) == 0:
raise DoesNotExist("%s matching query does not exist." % self._name)
raise DoesNotExist(
'%s matching query does not exist.' % self._name
)
elif len(values) > 1:
raise MultipleObjectsReturned(
"%d items returned, instead of 1" % len(values)
'%d items returned, instead of 1' % len(values)
)
return values[0]
@ -287,11 +306,11 @@ class EmbeddedDocumentList(BaseList):
def create(self, **values):
"""
Creates a new instance of the EmbeddedDocument and appends it to this EmbeddedDocumentList.
Creates a new embedded document and saves it to the database.
.. note::
the instance of the EmbeddedDocument is not automatically saved to the database.
You still need to call .save() on the parent Document.
The embedded document changes are not automatically saved
to the database after calling this method.
:param values: A dictionary of values for the embedded document.
:return: The new embedded document instance.
@ -331,8 +350,7 @@ class EmbeddedDocumentList(BaseList):
def update(self, **update):
"""
Updates the embedded documents with the given replacement values. This
function does not support mongoDB update operators such as ``inc__``.
Updates the embedded documents with the given update values.
.. note::
The embedded document changes are not automatically saved
@ -352,24 +370,24 @@ class EmbeddedDocumentList(BaseList):
return len(values)
class StrictDict:
class StrictDict(object):
__slots__ = ()
_special_fields = {"get", "pop", "iteritems", "items", "keys", "create"}
_special_fields = set(['get', 'pop', 'iteritems', 'items', 'keys', 'create'])
_classes = {}
def __init__(self, **kwargs):
for k, v in kwargs.items():
for k, v in kwargs.iteritems():
setattr(self, k, v)
def __getitem__(self, key):
key = "_reserved_" + key if key in self._special_fields else key
key = '_reserved_' + key if key in self._special_fields else key
try:
return getattr(self, key)
except AttributeError:
raise KeyError(key)
def __setitem__(self, key, value):
key = "_reserved_" + key if key in self._special_fields else key
key = '_reserved_' + key if key in self._special_fields else key
return setattr(self, key, value)
def __contains__(self, key):
@ -406,68 +424,63 @@ class StrictDict:
return (key for key in self.__slots__ if hasattr(self, key))
def __len__(self):
return len(list(self.items()))
return len(list(self.iteritems()))
def __eq__(self, other):
return list(self.items()) == list(other.items())
return self.items() == other.items()
def __ne__(self, other):
return not (self == other)
return self.items() != other.items()
@classmethod
def create(cls, allowed_keys):
allowed_keys_tuple = tuple(
("_reserved_" + k if k in cls._special_fields else k) for k in allowed_keys
)
allowed_keys_tuple = tuple(('_reserved_' + k if k in cls._special_fields else k) for k in allowed_keys)
allowed_keys = frozenset(allowed_keys_tuple)
if allowed_keys not in cls._classes:
class SpecificStrictDict(cls):
__slots__ = allowed_keys_tuple
def __repr__(self):
return "{%s}" % ", ".join(
f'"{k!s}": {v!r}' for k, v in self.items()
)
return '{%s}' % ', '.join('"{0!s}": {1!r}'.format(k, v) for k, v in self.items())
cls._classes[allowed_keys] = SpecificStrictDict
return cls._classes[allowed_keys]
class LazyReference(DBRef):
__slots__ = ("_cached_doc", "passthrough", "document_type")
class SemiStrictDict(StrictDict):
__slots__ = ('_extras', )
_classes = {}
def fetch(self, force=False):
if not self._cached_doc or force:
self._cached_doc = self.document_type.objects.get(pk=self.pk)
if not self._cached_doc:
raise DoesNotExist("Trying to dereference unknown document %s" % (self))
return self._cached_doc
@property
def pk(self):
return self.id
def __init__(self, document_type, pk, cached_doc=None, passthrough=False):
self.document_type = document_type
self._cached_doc = cached_doc
self.passthrough = passthrough
super().__init__(self.document_type._get_collection_name(), pk)
def __getitem__(self, name):
if not self.passthrough:
raise KeyError()
document = self.fetch()
return document[name]
def __getattr__(self, name):
if not object.__getattribute__(self, "passthrough"):
raise AttributeError()
document = self.fetch()
def __getattr__(self, attr):
try:
return document[name]
except KeyError:
raise AttributeError()
super(SemiStrictDict, self).__getattr__(attr)
except AttributeError:
try:
return self.__getattribute__('_extras')[attr]
except KeyError as e:
raise AttributeError(e)
def __repr__(self):
return f"<LazyReference({self.document_type}, {self.pk!r})>"
def __setattr__(self, attr, value):
try:
super(SemiStrictDict, self).__setattr__(attr, value)
except AttributeError:
try:
self._extras[attr] = value
except AttributeError:
self._extras = {attr: value}
def __delattr__(self, attr):
try:
super(SemiStrictDict, self).__delattr__(attr)
except AttributeError:
try:
del self._extras[attr]
except KeyError as e:
raise AttributeError(e)
def __iter__(self):
try:
extras_iter = iter(self.__getattribute__('_extras'))
except AttributeError:
extras_iter = ()
return itertools.chain(super(SemiStrictDict, self).__iter__(), extras_iter)

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@ -1,27 +1,29 @@
import operator
import warnings
import weakref
from bson import DBRef, ObjectId, SON
import pymongo
from bson import SON, DBRef, ObjectId
import six
from mongoengine.base.common import UPDATE_OPERATORS
from mongoengine.base.datastructures import (
BaseDict,
BaseList,
EmbeddedDocumentList,
)
from mongoengine.base.datastructures import (BaseDict, BaseList,
EmbeddedDocumentList)
from mongoengine.common import _import_class
from mongoengine.errors import DeprecatedError, ValidationError
__all__ = ("BaseField", "ComplexBaseField", "ObjectIdField", "GeoJsonBaseField")
from mongoengine.errors import ValidationError
class BaseField:
__all__ = ('BaseField', 'ComplexBaseField', 'ObjectIdField',
'GeoJsonBaseField')
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.
"""
name = None # set in TopLevelDocumentMetaclass
.. versionchanged:: 0.5 - added verbose and help text
"""
name = None
_geo_index = False
_auto_gen = False # Call `generate` to generate a value
_auto_dereference = True
@ -32,23 +34,14 @@ class BaseField:
creation_counter = 0
auto_creation_counter = -1
def __init__(
self,
db_field=None,
required=False,
default=None,
unique=False,
unique_with=None,
primary_key=False,
validation=None,
choices=None,
null=False,
sparse=False,
**kwargs,
):
def __init__(self, db_field=None, name=None, required=False, default=None,
unique=False, unique_with=None, primary_key=False,
validation=None, choices=None, null=False, sparse=False,
**kwargs):
"""
:param db_field: The database field to store this field in
(defaults to the name of the field)
:param name: Deprecated - use db_field
:param required: If the field is required. Whether it has to have a
value or not. Defaults to False.
:param default: (optional) The default value for this field if no value
@ -59,10 +52,10 @@ class BaseField:
unique with.
:param primary_key: Mark this field as the primary key. Defaults to False.
:param validation: (optional) A callable to validate the value of the
field. The callable takes the value as parameter and should raise
a ValidationError if validation fails
field. Generally this is deprecated in favour of the
`FIELD.validate` method
:param choices: (optional) The valid choices
:param null: (optional) If the field value can be null. If no and there is a default value
:param null: (optional) Is the field value can be null. If no and there is a default value
then the default value is set
:param sparse: (optional) `sparse=True` combined with `unique=True` and `required=False`
means that uniqueness won't be enforced for `None` values
@ -72,8 +65,11 @@ class BaseField:
existing attributes. Common metadata includes `verbose_name` and
`help_text`.
"""
self.db_field = db_field if not primary_key else "_id"
self.db_field = (db_field or name) if not primary_key else '_id'
if name:
msg = 'Field\'s "name" attribute deprecated in favour of "db_field"'
warnings.warn(msg, DeprecationWarning)
self.required = required or primary_key
self.default = default
self.unique = bool(unique or unique_with)
@ -86,14 +82,17 @@ class BaseField:
self._owner_document = None
# Make sure db_field is a string (if it's explicitly defined).
if self.db_field is not None and not isinstance(self.db_field, str):
raise TypeError("db_field should be a string.")
if (
self.db_field is not None and
not isinstance(self.db_field, six.string_types)
):
raise TypeError('db_field should be a string.')
# Make sure db_field doesn't contain any forbidden characters.
if isinstance(self.db_field, str) and (
"." in self.db_field
or "\0" in self.db_field
or self.db_field.startswith("$")
if isinstance(self.db_field, six.string_types) and (
'.' in self.db_field or
'\0' in self.db_field or
self.db_field.startswith('$')
):
raise ValueError(
'field names cannot contain dots (".") or null characters '
@ -103,17 +102,15 @@ class BaseField:
# Detect and report conflicts between metadata and base properties.
conflicts = set(dir(self)) & set(kwargs)
if conflicts:
raise TypeError(
"%s already has attribute(s): %s"
% (self.__class__.__name__, ", ".join(conflicts))
)
raise TypeError('%s already has attribute(s): %s' % (
self.__class__.__name__, ', '.join(conflicts)))
# Assign metadata to the instance
# This efficient method is available because no __slots__ are defined.
self.__dict__.update(kwargs)
# Adjust the appropriate creation counter, and save our local copy.
if self.db_field == "_id":
if self.db_field == '_id':
self.creation_counter = BaseField.auto_creation_counter
BaseField.auto_creation_counter -= 1
else:
@ -121,7 +118,8 @@ class BaseField:
BaseField.creation_counter += 1
def __get__(self, instance, owner):
"""Descriptor for retrieving a value from a field in a document."""
"""Descriptor for retrieving a value from a field in a document.
"""
if instance is None:
# Document class being used rather than a document object
return self
@ -130,9 +128,11 @@ class BaseField:
return instance._data.get(self.name)
def __set__(self, instance, value):
"""Descriptor for assigning a value to a field in a document."""
# If setting to None and there is a default value provided for this
# field, then set the value to the default value.
"""Descriptor for assigning a value to a field in a document.
"""
# If setting to None and there is a default
# Then set the value to the default value
if value is None:
if self.null:
value = None
@ -143,29 +143,24 @@ class BaseField:
if instance._initialised:
try:
value_has_changed = (
self.name not in instance._data
or instance._data[self.name] != value
)
if value_has_changed:
if (self.name not in instance._data or
instance._data[self.name] != value):
instance._mark_as_changed(self.name)
except Exception:
# Some values can't be compared and throw an error when we
# attempt to do so (e.g. tz-naive and tz-aware datetimes).
# Mark the field as changed in such cases.
# Values cant be compared eg: naive and tz datetimes
# So mark it as changed
instance._mark_as_changed(self.name)
EmbeddedDocument = _import_class("EmbeddedDocument")
EmbeddedDocument = _import_class('EmbeddedDocument')
if isinstance(value, EmbeddedDocument):
value._instance = weakref.proxy(instance)
elif isinstance(value, (list, tuple)):
for v in value:
if isinstance(v, EmbeddedDocument):
v._instance = weakref.proxy(instance)
instance._data[self.name] = value
def error(self, message="", errors=None, field_name=None):
def error(self, message='', errors=None, field_name=None):
"""Raise a ValidationError."""
field_name = field_name if field_name else self.name
raise ValidationError(message, errors=errors, field_name=field_name)
@ -182,11 +177,11 @@ class BaseField:
"""Helper method to call to_mongo with proper inputs."""
f_inputs = self.to_mongo.__code__.co_varnames
ex_vars = {}
if "fields" in f_inputs:
ex_vars["fields"] = fields
if 'fields' in f_inputs:
ex_vars['fields'] = fields
if "use_db_field" in f_inputs:
ex_vars["use_db_field"] = use_db_field
if 'use_db_field' in f_inputs:
ex_vars['use_db_field'] = use_db_field
return self.to_mongo(value, **ex_vars)
@ -201,8 +196,8 @@ class BaseField:
pass
def _validate_choices(self, value):
Document = _import_class("Document")
EmbeddedDocument = _import_class("EmbeddedDocument")
Document = _import_class('Document')
EmbeddedDocument = _import_class('EmbeddedDocument')
choice_list = self.choices
if isinstance(next(iter(choice_list)), (list, tuple)):
@ -212,12 +207,14 @@ class BaseField:
# Choices which are other types of Documents
if isinstance(value, (Document, EmbeddedDocument)):
if not any(isinstance(value, c) for c in choice_list):
self.error("Value must be an instance of %s" % (choice_list))
self.error(
'Value must be an instance of %s' % (
six.text_type(choice_list)
)
)
# Choices which are types other than Documents
else:
values = value if isinstance(value, (list, tuple)) else [value]
if len(set(values) - set(choice_list)):
self.error("Value must be one of %s" % str(choice_list))
elif value not in choice_list:
self.error('Value must be one of %s' % six.text_type(choice_list))
def _validate(self, value, **kwargs):
# Check the Choices Constraint
@ -227,23 +224,11 @@ class BaseField:
# check validation argument
if self.validation is not None:
if callable(self.validation):
try:
# breaking change of 0.18
# Get rid of True/False-type return for the validation method
# in favor of having validation raising a ValidationError
ret = self.validation(value)
if ret is not None:
raise DeprecatedError(
"validation argument for `%s` must not return anything, "
"it should raise a ValidationError if validation fails"
% self.name
)
except ValidationError as ex:
self.error(str(ex))
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
)
raise ValueError('validation argument for "%s" must be a '
'callable.' % self.name)
self.validate(value, **kwargs)
@ -265,22 +250,11 @@ class ComplexBaseField(BaseField):
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
"""
def __init__(self, field=None, **kwargs):
self.field = field
super().__init__(**kwargs)
@staticmethod
def _lazy_load_refs(instance, name, ref_values, *, max_depth):
_dereference = _import_class("DeReference")()
documents = _dereference(
ref_values,
max_depth=max_depth,
instance=instance,
name=name,
)
return documents
field = None
def __get__(self, instance, owner):
"""Descriptor to automatically dereference references."""
@ -288,37 +262,28 @@ class ComplexBaseField(BaseField):
# Document class being used rather than a document object
return self
ReferenceField = _import_class("ReferenceField")
GenericReferenceField = _import_class("GenericReferenceField")
EmbeddedDocumentListField = _import_class("EmbeddedDocumentListField")
ReferenceField = _import_class('ReferenceField')
GenericReferenceField = _import_class('GenericReferenceField')
EmbeddedDocumentListField = _import_class('EmbeddedDocumentListField')
dereference = (self._auto_dereference and
(self.field is None or isinstance(self.field,
(GenericReferenceField, ReferenceField))))
auto_dereference = instance._fields[self.name]._auto_dereference
_dereference = _import_class('DeReference')()
dereference = auto_dereference and (
self.field is None
or isinstance(self.field, (GenericReferenceField, ReferenceField))
)
if (
instance._initialised
and dereference
and instance._data.get(self.name)
and not getattr(instance._data[self.name], "_dereferenced", False)
):
ref_values = instance._data.get(self.name)
instance._data[self.name] = self._lazy_load_refs(
ref_values=ref_values, instance=instance, name=self.name, max_depth=1
self._auto_dereference = instance._fields[self.name]._auto_dereference
if instance._initialised and dereference and instance._data.get(self.name):
instance._data[self.name] = _dereference(
instance._data.get(self.name), max_depth=1, instance=instance,
name=self.name
)
if hasattr(instance._data[self.name], "_dereferenced"):
instance._data[self.name]._dereferenced = True
value = super().__get__(instance, owner)
value = super(ComplexBaseField, self).__get__(instance, owner)
# Convert lists / values so we can watch for any changes on them
if isinstance(value, (list, tuple)):
if issubclass(type(self), EmbeddedDocumentListField) and not isinstance(
value, EmbeddedDocumentList
):
if (issubclass(type(self), EmbeddedDocumentListField) and
not isinstance(value, EmbeddedDocumentList)):
value = EmbeddedDocumentList(value, instance, self.name)
elif not isinstance(value, BaseList):
value = BaseList(value, instance, self.name)
@ -327,14 +292,11 @@ class ComplexBaseField(BaseField):
value = BaseDict(value, instance, self.name)
instance._data[self.name] = value
if (
auto_dereference
and instance._initialised
and isinstance(value, (BaseList, BaseDict))
and not value._dereferenced
):
value = self._lazy_load_refs(
ref_values=value, instance=instance, name=self.name, max_depth=1
if (self._auto_dereference and instance._initialised and
isinstance(value, (BaseList, BaseDict)) and
not value._dereferenced):
value = _dereference(
value, max_depth=1, instance=instance, name=self.name
)
value._dereferenced = True
instance._data[self.name] = value
@ -343,75 +305,66 @@ class ComplexBaseField(BaseField):
def to_python(self, value):
"""Convert a MongoDB-compatible type to a Python type."""
if isinstance(value, str):
if isinstance(value, six.string_types):
return value
if hasattr(value, "to_python"):
if hasattr(value, 'to_python'):
return value.to_python()
BaseDocument = _import_class("BaseDocument")
if isinstance(value, BaseDocument):
# Something is wrong, return the value as it is
return value
is_list = False
if not hasattr(value, "items"):
if not hasattr(value, 'items'):
try:
is_list = True
value = {idx: v for idx, v in enumerate(value)}
value = {k: v for k, v in enumerate(value)}
except TypeError: # Not iterable return the value
return value
if self.field:
self.field._auto_dereference = self._auto_dereference
value_dict = {
key: self.field.to_python(item) for key, item in value.items()
}
value_dict = {key: self.field.to_python(item)
for key, item in value.items()}
else:
Document = _import_class("Document")
Document = _import_class('Document')
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"
)
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"):
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 _, v in sorted(value_dict.items(), key=operator.itemgetter(0))
]
return [v for _, v in sorted(value_dict.items(),
key=operator.itemgetter(0))]
return value_dict
def to_mongo(self, value, use_db_field=True, fields=None):
"""Convert a Python type to a MongoDB-compatible type."""
Document = _import_class("Document")
EmbeddedDocument = _import_class("EmbeddedDocument")
GenericReferenceField = _import_class("GenericReferenceField")
Document = _import_class('Document')
EmbeddedDocument = _import_class('EmbeddedDocument')
GenericReferenceField = _import_class('GenericReferenceField')
if isinstance(value, str):
if isinstance(value, six.string_types):
return value
if hasattr(value, "to_mongo"):
if hasattr(value, 'to_mongo'):
if isinstance(value, Document):
return GenericReferenceField().to_mongo(value)
cls = value.__class__
val = value.to_mongo(use_db_field, fields)
# If it's a document that is not inherited add _cls
if isinstance(value, EmbeddedDocument):
val["_cls"] = cls.__name__
val['_cls'] = cls.__name__
return val
is_list = False
if not hasattr(value, "items"):
if not hasattr(value, 'items'):
try:
is_list = True
value = {k: v for k, v in enumerate(value)}
@ -421,51 +374,48 @@ class ComplexBaseField(BaseField):
if self.field:
value_dict = {
key: self.field._to_mongo_safe_call(item, use_db_field, fields)
for key, item in value.items()
for key, item in value.iteritems()
}
else:
value_dict = {}
for k, v in value.items():
for k, v in value.iteritems():
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"
)
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")
meta = getattr(v, '_meta', {})
allow_inheritance = meta.get('allow_inheritance')
if not allow_inheritance and not self.field:
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"):
elif hasattr(v, 'to_mongo'):
cls = v.__class__
val = v.to_mongo(use_db_field, fields)
# If it's a document that is not inherited add _cls
if isinstance(v, (Document, EmbeddedDocument)):
val["_cls"] = cls.__name__
val['_cls'] = cls.__name__
value_dict[k] = val
else:
value_dict[k] = self.to_mongo(v, use_db_field, fields)
if is_list: # Convert back to a list
return [
v for _, v in sorted(value_dict.items(), key=operator.itemgetter(0))
]
return [v for _, 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, "items"):
sequence = value.items()
if hasattr(value, 'iteritems') or hasattr(value, 'items'):
sequence = value.iteritems()
else:
sequence = enumerate(value)
for k, v in sequence:
@ -478,10 +428,11 @@ class ComplexBaseField(BaseField):
if errors:
field_class = self.field.__class__.__name__
self.error(f"Invalid {field_class} item ({value})", errors=errors)
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")
self.error('Field is required and cannot be empty')
def prepare_query_value(self, op, value):
return self.to_mongo(value)
@ -511,9 +462,10 @@ class ObjectIdField(BaseField):
def to_mongo(self, value):
if not isinstance(value, ObjectId):
try:
return ObjectId(str(value))
return ObjectId(six.text_type(value))
except Exception as e:
self.error(str(e))
# e.message attribute has been deprecated since Python 2.6
self.error(six.text_type(e))
return value
def prepare_query_value(self, op, value):
@ -521,82 +473,84 @@ class ObjectIdField(BaseField):
def validate(self, value):
try:
ObjectId(str(value))
ObjectId(six.text_type(value))
except Exception:
self.error("Invalid ObjectID")
self.error('Invalid Object ID')
class GeoJsonBaseField(BaseField):
"""A geo json field storing a geojson style object."""
"""A geo json field storing a geojson style object.
.. versionadded:: 0.8
"""
_geo_index = pymongo.GEOSPHERE
_type = "GeoBase"
_type = 'GeoBase'
def __init__(self, auto_index=True, *args, **kwargs):
"""
:param bool auto_index: Automatically create a '2dsphere' index.\
Defaults to `True`.
"""
self._name = "%sField" % self._type
self._name = '%sField' % self._type
if not auto_index:
self._geo_index = False
super().__init__(*args, **kwargs)
super(GeoJsonBaseField, self).__init__(*args, **kwargs)
def validate(self, value):
"""Validate the GeoJson object based on its type."""
if isinstance(value, dict):
if set(value.keys()) == {"type", "coordinates"}:
if value["type"] != self._type:
self.error(f'{self._name} type must be "{self._type}"')
return self.validate(value["coordinates"])
if set(value.keys()) == set(['type', 'coordinates']):
if value['type'] != self._type:
self.error('%s type must be "%s"' %
(self._name, self._type))
return self.validate(value['coordinates'])
else:
self.error(
"%s can only accept a valid GeoJson dictionary"
" or lists of (x, y)" % self._name
)
self.error('%s can only accept a valid GeoJson dictionary'
' or lists of (x, y)' % self._name)
return
elif not isinstance(value, (list, tuple)):
self.error("%s can only accept lists of [x, y]" % self._name)
self.error('%s can only accept lists of [x, y]' % self._name)
return
validate = getattr(self, "_validate_%s" % self._type.lower())
validate = getattr(self, '_validate_%s' % self._type.lower())
error = validate(value)
if error:
self.error(error)
def _validate_polygon(self, value, top_level=True):
if not isinstance(value, (list, tuple)):
return "Polygons must contain list of linestrings"
return 'Polygons must contain list of linestrings'
# Quick and dirty validator
try:
value[0][0][0]
except (TypeError, IndexError):
return "Invalid Polygon must contain at least one valid linestring"
return 'Invalid Polygon must contain at least one valid linestring'
errors = []
for val in value:
error = self._validate_linestring(val, False)
if not error and val[0] != val[-1]:
error = "LineStrings must start and end at the same point"
error = 'LineStrings must start and end at the same point'
if error and error not in errors:
errors.append(error)
if errors:
if top_level:
return "Invalid Polygon:\n%s" % ", ".join(errors)
return 'Invalid Polygon:\n%s' % ', '.join(errors)
else:
return "%s" % ", ".join(errors)
return '%s' % ', '.join(errors)
def _validate_linestring(self, value, top_level=True):
"""Validate a linestring."""
if not isinstance(value, (list, tuple)):
return "LineStrings must contain list of coordinate pairs"
return 'LineStrings must contain list of coordinate pairs'
# Quick and dirty validator
try:
value[0][0]
except (TypeError, IndexError):
return "Invalid LineString must contain at least one valid point"
return 'Invalid LineString must contain at least one valid point'
errors = []
for val in value:
@ -605,30 +559,29 @@ class GeoJsonBaseField(BaseField):
errors.append(error)
if errors:
if top_level:
return "Invalid LineString:\n%s" % ", ".join(errors)
return 'Invalid LineString:\n%s' % ', '.join(errors)
else:
return "%s" % ", ".join(errors)
return '%s' % ', '.join(errors)
def _validate_point(self, value):
"""Validate each set of coords"""
if not isinstance(value, (list, tuple)):
return "Points must be a list of coordinate pairs"
return 'Points must be a list of coordinate pairs'
elif not len(value) == 2:
return "Value (%s) must be a two-dimensional point" % repr(value)
elif not isinstance(value[0], (float, int)) or not isinstance(
value[1], (float, int)
):
return "Both values (%s) in point must be float or int" % repr(value)
return 'Value (%s) must be a two-dimensional point' % repr(value)
elif (not isinstance(value[0], (float, int)) or
not isinstance(value[1], (float, int))):
return 'Both values (%s) in point must be float or int' % repr(value)
def _validate_multipoint(self, value):
if not isinstance(value, (list, tuple)):
return "MultiPoint must be a list of Point"
return 'MultiPoint must be a list of Point'
# Quick and dirty validator
try:
value[0][0]
except (TypeError, IndexError):
return "Invalid MultiPoint must contain at least one valid point"
return 'Invalid MultiPoint must contain at least one valid point'
errors = []
for point in value:
@ -637,17 +590,17 @@ class GeoJsonBaseField(BaseField):
errors.append(error)
if errors:
return "%s" % ", ".join(errors)
return '%s' % ', '.join(errors)
def _validate_multilinestring(self, value, top_level=True):
if not isinstance(value, (list, tuple)):
return "MultiLineString must be a list of LineString"
return 'MultiLineString must be a list of LineString'
# Quick and dirty validator
try:
value[0][0][0]
except (TypeError, IndexError):
return "Invalid MultiLineString must contain at least one valid linestring"
return 'Invalid MultiLineString must contain at least one valid linestring'
errors = []
for linestring in value:
@ -657,19 +610,19 @@ class GeoJsonBaseField(BaseField):
if errors:
if top_level:
return "Invalid MultiLineString:\n%s" % ", ".join(errors)
return 'Invalid MultiLineString:\n%s' % ', '.join(errors)
else:
return "%s" % ", ".join(errors)
return '%s' % ', '.join(errors)
def _validate_multipolygon(self, value):
if not isinstance(value, (list, tuple)):
return "MultiPolygon must be a list of Polygon"
return 'MultiPolygon must be a list of Polygon'
# Quick and dirty validator
try:
value[0][0][0][0]
except (TypeError, IndexError):
return "Invalid MultiPolygon must contain at least one valid Polygon"
return 'Invalid MultiPolygon must contain at least one valid Polygon'
errors = []
for polygon in value:
@ -678,9 +631,9 @@ class GeoJsonBaseField(BaseField):
errors.append(error)
if errors:
return "Invalid MultiPolygon:\n%s" % ", ".join(errors)
return 'Invalid MultiPolygon:\n%s' % ', '.join(errors)
def to_mongo(self, value):
if isinstance(value, dict):
return value
return SON([("type", self._type), ("coordinates", value)])
return SON([('type', self._type), ('coordinates', value)])

View File

@ -1,75 +1,68 @@
import itertools
import warnings
import six
from mongoengine.base.common import _document_registry
from mongoengine.base.fields import (
BaseField,
ComplexBaseField,
ObjectIdField,
)
from mongoengine.base.fields import BaseField, ComplexBaseField, ObjectIdField
from mongoengine.common import _import_class
from mongoengine.errors import InvalidDocumentError
from mongoengine.queryset import (
DO_NOTHING,
DoesNotExist,
MultipleObjectsReturned,
QuerySetManager,
)
from mongoengine.queryset import (DO_NOTHING, DoesNotExist,
MultipleObjectsReturned,
QuerySetManager)
__all__ = ("DocumentMetaclass", "TopLevelDocumentMetaclass")
__all__ = ('DocumentMetaclass', 'TopLevelDocumentMetaclass')
class DocumentMetaclass(type):
"""Metaclass for all documents."""
# TODO lower complexity of this method
def __new__(mcs, name, bases, attrs):
flattened_bases = mcs._get_bases(bases)
super_new = super().__new__
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")
metaclass = attrs.get('my_metaclass')
if metaclass and issubclass(metaclass, DocumentMetaclass):
return super_new(mcs, name, bases, attrs)
return super_new(cls, name, bases, attrs)
attrs["_is_document"] = attrs.get("_is_document", False)
attrs["_cached_reference_fields"] = []
attrs['_is_document'] = attrs.get('_is_document', False)
attrs['_cached_reference_fields'] = []
# EmbeddedDocuments could have meta data for inheritance
if "meta" in attrs:
attrs["_meta"] = attrs.pop("meta")
if 'meta' in attrs:
attrs['_meta'] = attrs.pop('meta')
# EmbeddedDocuments should inherit meta data
if "_meta" not in attrs:
if '_meta' not in attrs:
meta = MetaDict()
for base in flattened_bases[::-1]:
# Add any mixin metadata from plain objects
if hasattr(base, "meta"):
if hasattr(base, 'meta'):
meta.merge(base.meta)
elif hasattr(base, "_meta"):
elif hasattr(base, '_meta'):
meta.merge(base._meta)
attrs["_meta"] = meta
attrs["_meta"][
"abstract"
] = False # 789: EmbeddedDocument shouldn't inherit abstract
attrs['_meta'] = meta
attrs['_meta']['abstract'] = False # 789: EmbeddedDocument shouldn't inherit abstract
# If allow_inheritance is True, add a "_cls" string field to the attrs
if attrs["_meta"].get("allow_inheritance"):
StringField = _import_class("StringField")
attrs["_cls"] = StringField()
if attrs['_meta'].get('allow_inheritance'):
StringField = _import_class('StringField')
attrs['_cls'] = StringField()
# Handle document Fields
# Merge all fields from subclasses
doc_fields = {}
for base in flattened_bases[::-1]:
if hasattr(base, "_fields"):
if hasattr(base, '_fields'):
doc_fields.update(base._fields)
# Standard object mixin - merge in any Fields
if not hasattr(base, "_meta"):
if not hasattr(base, '_meta'):
base_fields = {}
for attr_name, attr_value in base.__dict__.items():
for attr_name, attr_value in base.__dict__.iteritems():
if not isinstance(attr_value, BaseField):
continue
attr_value.name = attr_name
@ -81,7 +74,7 @@ class DocumentMetaclass(type):
# Discover any document fields
field_names = {}
for attr_name, attr_value in attrs.items():
for attr_name, attr_value in attrs.iteritems():
if not isinstance(attr_value, BaseField):
continue
attr_value.name = attr_name
@ -90,29 +83,27 @@ class DocumentMetaclass(type):
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
)
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)
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"] = {
k: getattr(v, "db_field", k) for k, v in doc_fields.items()
}
attrs["_reverse_db_field_map"] = {
v: k for k, v in attrs["_db_field_map"].items()
attrs['_fields'] = doc_fields
attrs['_db_field_map'] = {k: getattr(v, 'db_field', k)
for k, v in doc_fields.items()}
attrs['_reverse_db_field_map'] = {
v: k for k, v in attrs['_db_field_map'].items()
}
attrs["_fields_ordered"] = tuple(
i[1]
for i in sorted((v.creation_counter, v.name) for v in doc_fields.values())
)
attrs['_fields_ordered'] = tuple(i[1] for i in sorted(
(v.creation_counter, v.name)
for v in doc_fields.itervalues()))
#
# Set document hierarchy
@ -120,37 +111,34 @@ class DocumentMetaclass(type):
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):
if (not getattr(base, '_is_base_cls', True) and
not getattr(base, '_meta', {}).get('abstract', True)):
# Collate hierarchy for _cls and _subclasses
class_name.append(base.__name__)
if hasattr(base, "_meta"):
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")
if not allow_inheritance and not base._meta.get("abstract"):
raise ValueError(
"Document %s may not be subclassed. "
'To enable inheritance, use the "allow_inheritance" meta attribute.'
% base.__name__
)
allow_inheritance = base._meta.get('allow_inheritance')
if not allow_inheritance 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")]
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,)
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
_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(mcs, name, bases, attrs)
new_class = super_new(cls, name, bases, attrs)
# Set _subclasses
for base in document_bases:
@ -158,12 +146,8 @@ class DocumentMetaclass(type):
base._subclasses += (_cls,)
base._types = base._subclasses # TODO depreciate _types
(
Document,
EmbeddedDocument,
DictField,
CachedReferenceField,
) = mcs._import_classes()
(Document, EmbeddedDocument, DictField,
CachedReferenceField) = cls._import_classes()
if issubclass(new_class, Document):
new_class._collection = None
@ -171,77 +155,97 @@ class DocumentMetaclass(type):
# 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 six.PY3:
for val in new_class.__dict__.values():
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__')})
# Handle delete rules
for field in new_class._fields.values():
for field in new_class._fields.itervalues():
f = field
if f.owner_document is None:
f.owner_document = new_class
delete_rule = getattr(f, "reverse_delete_rule", DO_NOTHING)
delete_rule = getattr(f, 'reverse_delete_rule', DO_NOTHING)
if isinstance(f, CachedReferenceField):
if issubclass(new_class, EmbeddedDocument):
raise InvalidDocumentError('CachedReferenceFields is not '
'allowed in EmbeddedDocuments')
if not f.document_type:
raise InvalidDocumentError(
"CachedReferenceFields is not allowed in EmbeddedDocuments"
)
'Document is not available to sync')
if f.auto_sync:
f.start_listener()
f.document_type._cached_reference_fields.append(f)
if isinstance(f, ComplexBaseField) and hasattr(f, "field"):
delete_rule = getattr(f.field, "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)
)
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
)
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)
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
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)
return new_class
def add_to_class(self, name, value):
setattr(self, name, value)
@classmethod
def _get_bases(mcs, bases):
def _get_bases(cls, bases):
if isinstance(bases, BasesTuple):
return bases
seen = []
bases = mcs.__get_bases(bases)
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(mcs, bases):
def __get_bases(cls, bases):
for base in bases:
if base is object:
continue
yield base
yield from mcs.__get_bases(base.__bases__)
for child_base in cls.__get_bases(base.__bases__):
yield child_base
@classmethod
def _import_classes(mcs):
Document = _import_class("Document")
EmbeddedDocument = _import_class("EmbeddedDocument")
DictField = _import_class("DictField")
CachedReferenceField = _import_class("CachedReferenceField")
def _import_classes(cls):
Document = _import_class('Document')
EmbeddedDocument = _import_class('EmbeddedDocument')
DictField = _import_class('DictField')
CachedReferenceField = _import_class('CachedReferenceField')
return Document, EmbeddedDocument, DictField, CachedReferenceField
@ -250,213 +254,193 @@ class TopLevelDocumentMetaclass(DocumentMetaclass):
collection in the database.
"""
def __new__(mcs, name, bases, attrs):
flattened_bases = mcs._get_bases(bases)
super_new = super().__new__
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:
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_opts": None,
"delete_rules": None,
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 can be True, False, and None. True means
# "allow inheritance", False means "don't allow inheritance",
# None means "do whatever your parent does, or don't allow
# inheritance if you're a top-level class".
"allow_inheritance": None,
'allow_inheritance': None,
}
attrs["_is_base_cls"] = True
attrs["_meta"].update(attrs.get("meta", {}))
attrs['_is_base_cls'] = True
attrs['_meta'].update(attrs.get('meta', {}))
else:
attrs["_meta"] = attrs.get("meta", {})
attrs['_meta'] = attrs.get('meta', {})
# Explicitly set abstract to false unless set
attrs["_meta"]["abstract"] = attrs["_meta"].get("abstract", False)
attrs["_is_base_cls"] = False
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
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
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"]
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 = [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
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"]
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"
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(mcs, name, bases, attrs)
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"):
if hasattr(base, 'meta'):
meta.merge(base.meta)
elif hasattr(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 (getattr(base, '_is_document', False) and
not base._meta.get('abstract')):
collection = meta.get('collection', None)
if callable(collection):
meta["collection"] = collection(base)
meta['collection'] = collection(base)
meta.merge(attrs.get("_meta", {})) # Top level meta
meta.merge(attrs.get('_meta', {})) # Top level meta
# Only simple classes (i.e. direct subclasses of Document) may set
# allow_inheritance to False. If the base Document allows inheritance,
# none of its subclasses can override allow_inheritance to False.
simple_class = all(
b._meta.get("abstract") for b in flattened_bases if hasattr(b, "_meta")
)
simple_class = all([b._meta.get('abstract')
for b in flattened_bases if hasattr(b, '_meta')])
if (
not simple_class
and meta["allow_inheritance"] is False
and not meta["abstract"]
not simple_class and
meta['allow_inheritance'] is False and
not meta['abstract']
):
raise ValueError(
"Only direct subclasses of Document may set "
'"allow_inheritance" to False'
)
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
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(mcs, name, bases, attrs)
new_class = super_new(cls, name, bases, attrs)
meta = new_class._meta
# Set index specifications
meta["index_specs"] = new_class._build_index_specs(meta["indexes"])
meta['index_specs'] = new_class._build_index_specs(meta['indexes'])
# If collection is a callable - call it and set the value
collection = meta.get("collection")
collection = meta.get('collection')
if callable(collection):
new_class._meta["collection"] = collection(new_class)
new_class._meta['collection'] = collection(new_class)
# Provide a default queryset unless exists or one has been set
if "objects" not in dir(new_class):
if 'objects' not in dir(new_class):
new_class.objects = QuerySetManager()
# Validate the fields and set primary key if needed
for field_name, field in new_class._fields.items():
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")
current_pk = new_class._meta.get('id_field')
if current_pk and current_pk != field_name:
raise ValueError("Cannot override primary key field")
raise ValueError('Cannot override primary key field')
# Set primary key
if not current_pk:
new_class._meta["id_field"] = field_name
new_class._meta['id_field'] = field_name
new_class.id = field
# If the document doesn't explicitly define a primary key field, create
# one. Make it an ObjectIdField and give it a non-clashing name ("id"
# by default, but can be different if that one's taken).
if not new_class._meta.get("id_field"):
id_name, id_db_name = mcs.get_auto_id_names(new_class)
new_class._meta["id_field"] = id_name
# Set primary key if not defined by the document
new_class._auto_id_field = getattr(parent_doc_cls,
'_auto_id_field', False)
if not new_class._meta.get('id_field'):
# After 0.10, find not existing names, instead of overwriting
id_name, id_db_name = cls.get_auto_id_names(new_class)
new_class._auto_id_field = True
new_class._meta['id_field'] = id_name
new_class._fields[id_name] = ObjectIdField(db_field=id_db_name)
new_class._fields[id_name].name = id_name
new_class.id = new_class._fields[id_name]
new_class._db_field_map[id_name] = id_db_name
new_class._reverse_db_field_map[id_db_name] = id_name
# Prepend id field to _fields_ordered
new_class._fields_ordered = (id_name, ) + new_class._fields_ordered
# Prepend the ID field to _fields_ordered (so that it's *always*
# the first field).
new_class._fields_ordered = (id_name,) + new_class._fields_ordered
# Merge in exceptions with parent hierarchy.
# Merge in exceptions with parent hierarchy
exceptions_to_merge = (DoesNotExist, MultipleObjectsReturned)
module = attrs.get("__module__")
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 a new exception and set it as an attribute on the new
# class.
exception = type(name, parents, {"__module__": module})
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
@classmethod
def get_auto_id_names(mcs, new_class):
"""Find a name for the automatic ID field for the given new class.
Return a two-element tuple where the first item is the field name (i.e.
the attribute name on the object) and the second element is the DB
field name (i.e. the name of the key stored in MongoDB).
Defaults to ('id', '_id'), or generates a non-clashing name in the form
of ('auto_id_X', '_auto_id_X') if the default name is already taken.
"""
id_name, id_db_name = ("id", "_id")
existing_fields = {field_name for field_name in new_class._fields}
existing_db_fields = {v.db_field for v in new_class._fields.values()}
if id_name not in existing_fields and id_db_name not in existing_db_fields:
def get_auto_id_names(cls, new_class):
id_name, id_db_name = ('id', '_id')
if id_name not in new_class._fields and \
id_db_name not in (v.db_field for v in new_class._fields.values()):
return id_name, id_db_name
id_basename, id_db_basename, i = ("auto_id", "_auto_id", 0)
for i in itertools.count():
id_name = f"{id_basename}_{i}"
id_db_name = f"{id_db_basename}_{i}"
if id_name not in existing_fields and id_db_name not in existing_db_fields:
return id_name, id_db_name
id_basename, id_db_basename, i = 'auto_id', '_auto_id', 0
while id_name in new_class._fields or \
id_db_name in (v.db_field for v in new_class._fields.values()):
id_name = '{0}_{1}'.format(id_basename, i)
id_db_name = '{0}_{1}'.format(id_db_basename, i)
i += 1
return id_name, id_db_name
class MetaDict(dict):
"""Custom dictionary for meta classes.
Handles the merging of set indexes
"""
_merge_options = ("indexes",)
_merge_options = ('indexes',)
def merge(self, new_options):
for k, v in new_options.items():
for k, v in new_options.iteritems():
if k in self._merge_options:
self[k] = self.get(k, []) + v
else:
@ -465,5 +449,4 @@ class MetaDict(dict):
class BasesTuple(tuple):
"""Special class to handle introspection of bases tuple in __new__"""
pass

View File

@ -1,22 +0,0 @@
import re
class LazyRegexCompiler:
"""Descriptor to allow lazy compilation of regex"""
def __init__(self, pattern, flags=0):
self._pattern = pattern
self._flags = flags
self._compiled_regex = None
@property
def compiled_regex(self):
if self._compiled_regex is None:
self._compiled_regex = re.compile(self._pattern, self._flags)
return self._compiled_regex
def __get__(self, instance, owner):
return self.compiled_regex
def __set__(self, instance, value):
raise AttributeError("Can not set attribute LazyRegexCompiler")

View File

@ -19,44 +19,38 @@ def _import_class(cls_name):
if cls_name in _class_registry_cache:
return _class_registry_cache.get(cls_name)
doc_classes = (
"Document",
"DynamicEmbeddedDocument",
"EmbeddedDocument",
"MapReduceDocument",
)
doc_classes = ('Document', 'DynamicEmbeddedDocument', 'EmbeddedDocument',
'MapReduceDocument')
# Field Classes
if not _field_list_cache:
from mongoengine.fields import __all__ as fields
_field_list_cache.extend(fields)
from mongoengine.base.fields import __all__ as fields
_field_list_cache.extend(fields)
field_classes = _field_list_cache
deref_classes = ("DeReference",)
queryset_classes = ('OperationError',)
deref_classes = ('DeReference',)
if cls_name == "BaseDocument":
if cls_name == 'BaseDocument':
from mongoengine.base import document as module
import_classes = ["BaseDocument"]
import_classes = ['BaseDocument']
elif cls_name in doc_classes:
from mongoengine import document as module
import_classes = doc_classes
elif cls_name in field_classes:
from mongoengine import fields as module
import_classes = field_classes
elif cls_name in queryset_classes:
from mongoengine import queryset as module
import_classes = queryset_classes
elif cls_name in deref_classes:
from mongoengine import dereference as module
import_classes = deref_classes
else:
raise ValueError("No import set for: %s" % cls_name)
raise ValueError('No import set for: ' % cls_name)
for cls in import_classes:
_class_registry_cache[cls] = getattr(module, cls)

View File

@ -1,68 +1,48 @@
from pymongo import MongoClient, ReadPreference, uri_parser
from pymongo.database import _check_name
import six
__all__ = [
"DEFAULT_CONNECTION_NAME",
"DEFAULT_DATABASE_NAME",
"ConnectionFailure",
"connect",
"disconnect",
"disconnect_all",
"get_connection",
"get_db",
"register_connection",
]
from mongoengine.python_support import IS_PYMONGO_3
__all__ = ['MongoEngineConnectionError', 'connect', 'register_connection',
'DEFAULT_CONNECTION_NAME']
DEFAULT_CONNECTION_NAME = "default"
DEFAULT_DATABASE_NAME = "test"
DEFAULT_HOST = "localhost"
DEFAULT_PORT = 27017
DEFAULT_CONNECTION_NAME = 'default'
if IS_PYMONGO_3:
READ_PREFERENCE = ReadPreference.PRIMARY
else:
from pymongo import MongoReplicaSetClient
READ_PREFERENCE = False
class MongoEngineConnectionError(Exception):
"""Error raised when the database connection can't be established or
when a connection with a requested alias can't be retrieved.
"""
pass
_connection_settings = {}
_connections = {}
_dbs = {}
READ_PREFERENCE = ReadPreference.PRIMARY
def register_connection(alias, name=None, host=None, port=None,
read_preference=READ_PREFERENCE,
username=None, password=None,
authentication_source=None,
authentication_mechanism=None,
**kwargs):
"""Add a connection.
class ConnectionFailure(Exception):
"""Error raised when the database connection can't be established or
when a connection with a requested alias can't be retrieved.
"""
pass
def _check_db_name(name):
"""Check if a database name is valid.
This functionality is copied from pymongo Database class constructor.
"""
if not isinstance(name, str):
raise TypeError("name must be an instance of %s" % str)
elif name != "$external":
_check_name(name)
def _get_connection_settings(
db=None,
name=None,
host=None,
port=None,
read_preference=READ_PREFERENCE,
username=None,
password=None,
authentication_source=None,
authentication_mechanism=None,
**kwargs,
):
"""Get the connection settings as a dict
:param db: the name of the database to use, for compatibility with connect
:param alias: the name that will be used to refer to this connection
throughout MongoEngine
:param name: the name of the specific database to use
:param host: the host name of the: program: `mongod` instance to connect to
:param port: the port that the: program: `mongod` instance is running on
:param host: the host name of the :program:`mongod` instance to connect to
:param port: the port that the :program:`mongod` instance is running on
:param read_preference: The read preference for the collection
** Added pymongo 2.1
:param username: username to authenticate with
:param password: password to authenticate with
:param authentication_source: database to authenticate against
@ -70,176 +50,79 @@ def _get_connection_settings(
By default, use SCRAM-SHA-1 with MongoDB 3.0 and later,
MONGODB-CR (MongoDB Challenge Response protocol) for older servers.
:param is_mock: explicitly use mongomock for this connection
(can also be done by using `mongomock: // ` as db host prefix)
(can also be done by using `mongomock://` as db host prefix)
:param kwargs: ad-hoc parameters to be passed into the pymongo driver,
for example maxpoolsize, tz_aware, etc. See the documentation
for pymongo's `MongoClient` for a full list.
.. versionchanged:: 0.10.6 - added mongomock support
"""
conn_settings = {
"name": name or db or DEFAULT_DATABASE_NAME,
"host": host or DEFAULT_HOST,
"port": port or DEFAULT_PORT,
"read_preference": read_preference,
"username": username,
"password": password,
"authentication_source": authentication_source,
"authentication_mechanism": authentication_mechanism,
'name': name or 'test',
'host': host or 'localhost',
'port': port or 27017,
'read_preference': read_preference,
'username': username,
'password': password,
'authentication_source': authentication_source,
'authentication_mechanism': authentication_mechanism
}
_check_db_name(conn_settings["name"])
conn_host = conn_settings["host"]
conn_host = conn_settings['host']
# Host can be a list or a string, so if string, force to a list.
if isinstance(conn_host, str):
if isinstance(conn_host, six.string_types):
conn_host = [conn_host]
resolved_hosts = []
for entity in conn_host:
# Handle Mongomock
if entity.startswith("mongomock://"):
conn_settings["is_mock"] = True
if entity.startswith('mongomock://'):
conn_settings['is_mock'] = True
# `mongomock://` is not a valid url prefix and must be replaced by `mongodb://`
new_entity = entity.replace("mongomock://", "mongodb://", 1)
resolved_hosts.append(new_entity)
uri_dict = uri_parser.parse_uri(new_entity)
database = uri_dict.get("database")
if database:
conn_settings["name"] = database
resolved_hosts.append(entity.replace('mongomock://', 'mongodb://', 1))
# Handle URI style connections, only updating connection params which
# were explicitly specified in the URI.
elif "://" in entity:
elif '://' in entity:
uri_dict = uri_parser.parse_uri(entity)
resolved_hosts.append(entity)
database = uri_dict.get("database")
if database:
conn_settings["name"] = database
if uri_dict.get('database'):
conn_settings['name'] = uri_dict.get('database')
for param in ("read_preference", "username", "password"):
for param in ('read_preference', 'username', 'password'):
if uri_dict.get(param):
conn_settings[param] = uri_dict[param]
uri_options = uri_dict["options"]
if "replicaset" in uri_options:
conn_settings["replicaSet"] = uri_options["replicaset"]
if "authsource" in uri_options:
conn_settings["authentication_source"] = uri_options["authsource"]
if "authmechanism" in uri_options:
conn_settings["authentication_mechanism"] = uri_options["authmechanism"]
if "readpreference" in uri_options:
read_preferences = (
ReadPreference.NEAREST,
ReadPreference.PRIMARY,
ReadPreference.PRIMARY_PREFERRED,
ReadPreference.SECONDARY,
ReadPreference.SECONDARY_PREFERRED,
)
# Starting with PyMongo v3.5, the "readpreference" option is
# returned as a string (e.g. "secondaryPreferred") and not an
# int (e.g. 3).
# TODO simplify the code below once we drop support for
# PyMongo v3.4.
read_pf_mode = uri_options["readpreference"]
if isinstance(read_pf_mode, str):
read_pf_mode = read_pf_mode.lower()
for preference in read_preferences:
if (
preference.name.lower() == read_pf_mode
or preference.mode == read_pf_mode
):
conn_settings["read_preference"] = preference
break
uri_options = uri_dict['options']
if 'replicaset' in uri_options:
conn_settings['replicaSet'] = uri_options['replicaset']
if 'authsource' in uri_options:
conn_settings['authentication_source'] = uri_options['authsource']
if 'authmechanism' in uri_options:
conn_settings['authentication_mechanism'] = uri_options['authmechanism']
else:
resolved_hosts.append(entity)
conn_settings["host"] = resolved_hosts
conn_settings['host'] = resolved_hosts
# Deprecated parameters that should not be passed on
kwargs.pop("slaves", None)
kwargs.pop("is_slave", None)
kwargs.pop('slaves', None)
kwargs.pop('is_slave', None)
conn_settings.update(kwargs)
return conn_settings
def register_connection(
alias,
db=None,
name=None,
host=None,
port=None,
read_preference=READ_PREFERENCE,
username=None,
password=None,
authentication_source=None,
authentication_mechanism=None,
**kwargs,
):
"""Register the connection settings.
:param alias: the name that will be used to refer to this connection throughout MongoEngine
:param db: the name of the database to use, for compatibility with connect
:param name: the name of the specific database to use
:param host: the host name of the: program: `mongod` instance to connect to
:param port: the port that the: program: `mongod` instance is running on
:param read_preference: The read preference for the collection
:param username: username to authenticate with
:param password: password to authenticate with
:param authentication_source: database to authenticate against
:param authentication_mechanism: database authentication mechanisms.
By default, use SCRAM-SHA-1 with MongoDB 3.0 and later,
MONGODB-CR (MongoDB Challenge Response protocol) for older servers.
:param is_mock: explicitly use mongomock for this connection
(can also be done by using `mongomock: // ` as db host prefix)
:param kwargs: ad-hoc parameters to be passed into the pymongo driver,
for example maxpoolsize, tz_aware, etc. See the documentation
for pymongo's `MongoClient` for a full list.
"""
conn_settings = _get_connection_settings(
db=db,
name=name,
host=host,
port=port,
read_preference=read_preference,
username=username,
password=password,
authentication_source=authentication_source,
authentication_mechanism=authentication_mechanism,
**kwargs,
)
_connection_settings[alias] = conn_settings
def disconnect(alias=DEFAULT_CONNECTION_NAME):
"""Close the connection with a given alias."""
from mongoengine import Document
from mongoengine.base.common import _get_documents_by_db
if alias in _connections:
get_connection(alias=alias).close()
del _connections[alias]
if alias in _dbs:
# Detach all cached collections in Documents
for doc_cls in _get_documents_by_db(alias, DEFAULT_CONNECTION_NAME):
if issubclass(doc_cls, Document): # Skip EmbeddedDocument
doc_cls._disconnect()
del _dbs[alias]
if alias in _connection_settings:
del _connection_settings[alias]
def disconnect_all():
"""Close all registered database."""
for alias in list(_connections.keys()):
disconnect(alias)
def get_connection(alias=DEFAULT_CONNECTION_NAME, reconnect=False):
"""Return a connection with a given alias."""
@ -254,93 +137,84 @@ def get_connection(alias=DEFAULT_CONNECTION_NAME, reconnect=False):
return _connections[alias]
# Validate that the requested alias exists in the _connection_settings.
# Raise ConnectionFailure if it doesn't.
# Raise MongoEngineConnectionError if it doesn't.
if alias not in _connection_settings:
if alias == DEFAULT_CONNECTION_NAME:
msg = "You have not defined a default connection"
msg = 'You have not defined a default connection'
else:
msg = 'Connection with alias "%s" has not been defined' % alias
raise ConnectionFailure(msg)
raise MongoEngineConnectionError(msg)
def _clean_settings(settings_dict):
irrelevant_fields_set = {
"name",
"username",
"password",
"authentication_source",
"authentication_mechanism",
}
irrelevant_fields = set([
'name', 'username', 'password', 'authentication_source',
'authentication_mechanism'
])
return {
k: v for k, v in settings_dict.items() if k not in irrelevant_fields_set
k: v for k, v in settings_dict.items()
if k not in irrelevant_fields
}
raw_conn_settings = _connection_settings[alias].copy()
# Retrieve a copy of the connection settings associated with the requested
# alias and remove the database name and authentication info (we don't
# care about them at this point).
conn_settings = _clean_settings(raw_conn_settings)
conn_settings = _clean_settings(_connection_settings[alias].copy())
# Determine if we should use PyMongo's or mongomock's MongoClient.
is_mock = conn_settings.pop("is_mock", False)
is_mock = conn_settings.pop('is_mock', False)
if is_mock:
try:
import mongomock
except ImportError:
raise RuntimeError("You need mongomock installed to mock MongoEngine.")
raise RuntimeError('You need mongomock installed to mock '
'MongoEngine.')
connection_class = mongomock.MongoClient
else:
connection_class = MongoClient
# Re-use existing connection if one is suitable.
existing_connection = _find_existing_connection(raw_conn_settings)
if existing_connection:
connection = existing_connection
else:
connection = _create_connection(
alias=alias, connection_class=connection_class, **conn_settings
)
_connections[alias] = connection
return _connections[alias]
# For replica set connections with PyMongo 2.x, use
# MongoReplicaSetClient.
# TODO remove this once we stop supporting PyMongo 2.x.
if 'replicaSet' in conn_settings and not IS_PYMONGO_3:
connection_class = MongoReplicaSetClient
conn_settings['hosts_or_uri'] = conn_settings.pop('host', None)
# hosts_or_uri has to be a string, so if 'host' was provided
# as a list, join its parts and separate them by ','
if isinstance(conn_settings['hosts_or_uri'], list):
conn_settings['hosts_or_uri'] = ','.join(
conn_settings['hosts_or_uri'])
def _create_connection(alias, connection_class, **connection_settings):
"""
Create the new connection for this alias. Raise
ConnectionFailure if it can't be established.
"""
try:
return connection_class(**connection_settings)
except Exception as e:
raise ConnectionFailure(f"Cannot connect to database {alias} :\n{e}")
# Discard port since it can't be used on MongoReplicaSetClient
conn_settings.pop('port', None)
def _find_existing_connection(connection_settings):
"""
Check if an existing connection could be reused
Iterate over all of the connection settings and if an existing connection
with the same parameters is suitable, return it
:param connection_settings: the settings of the new connection
:return: An existing connection or None
"""
connection_settings_bis = (
# Iterate over all of the connection settings and if a connection with
# the same parameters is already established, use it instead of creating
# a new one.
existing_connection = None
connection_settings_iterator = (
(db_alias, settings.copy())
for db_alias, settings in _connection_settings.items()
)
for db_alias, connection_settings in connection_settings_iterator:
connection_settings = _clean_settings(connection_settings)
if conn_settings == connection_settings and _connections.get(db_alias):
existing_connection = _connections[db_alias]
break
def _clean_settings(settings_dict):
# Only remove the name but it's important to
# keep the username/password/authentication_source/authentication_mechanism
# to identify if the connection could be shared (cfr https://github.com/MongoEngine/mongoengine/issues/2047)
return {k: v for k, v in settings_dict.items() if k != "name"}
# If an existing connection was found, assign it to the new alias
if existing_connection:
_connections[alias] = existing_connection
else:
# Otherwise, create the new connection for this alias. Raise
# MongoEngineConnectionError if it can't be established.
try:
_connections[alias] = connection_class(**conn_settings)
except Exception as e:
raise MongoEngineConnectionError(
'Cannot connect to database %s :\n%s' % (alias, e))
cleaned_conn_settings = _clean_settings(connection_settings)
for db_alias, connection_settings in connection_settings_bis:
db_conn_settings = _clean_settings(connection_settings)
if cleaned_conn_settings == db_conn_settings and _connections.get(db_alias):
return _connections[db_alias]
return _connections[alias]
def get_db(alias=DEFAULT_CONNECTION_NAME, reconnect=False):
@ -350,18 +224,14 @@ def get_db(alias=DEFAULT_CONNECTION_NAME, reconnect=False):
if alias not in _dbs:
conn = get_connection(alias)
conn_settings = _connection_settings[alias]
db = conn[conn_settings["name"]]
auth_kwargs = {"source": conn_settings["authentication_source"]}
if conn_settings["authentication_mechanism"] is not None:
auth_kwargs["mechanism"] = conn_settings["authentication_mechanism"]
db = conn[conn_settings['name']]
auth_kwargs = {'source': conn_settings['authentication_source']}
if conn_settings['authentication_mechanism'] is not None:
auth_kwargs['mechanism'] = conn_settings['authentication_mechanism']
# Authenticate if necessary
if conn_settings["username"] and (
conn_settings["password"]
or conn_settings["authentication_mechanism"] == "MONGODB-X509"
):
db.authenticate(
conn_settings["username"], conn_settings["password"], **auth_kwargs
)
if conn_settings['username'] and (conn_settings['password'] or
conn_settings['authentication_mechanism'] == 'MONGODB-X509'):
db.authenticate(conn_settings['username'], conn_settings['password'], **auth_kwargs)
_dbs[alias] = db
return _dbs[alias]
@ -374,25 +244,14 @@ def connect(db=None, alias=DEFAULT_CONNECTION_NAME, **kwargs):
provide username and password arguments as well.
Multiple databases are supported by using aliases. Provide a separate
`alias` to connect to a different instance of: program: `mongod`.
In order to replace a connection identified by a given alias, you'll
need to call ``disconnect`` first
`alias` to connect to a different instance of :program:`mongod`.
See the docstring for `register_connection` for more details about all
supported kwargs.
"""
if alias in _connections:
prev_conn_setting = _connection_settings[alias]
new_conn_settings = _get_connection_settings(db, **kwargs)
if new_conn_settings != prev_conn_setting:
err_msg = (
"A different connection with alias `{}` was already "
"registered. Use disconnect() first"
).format(alias)
raise ConnectionFailure(err_msg)
else:
.. versionchanged:: 0.6 - added multiple database support.
"""
if alias not in _connections:
register_connection(alias, db, **kwargs)
return get_connection(alias)

View File

@ -1,24 +1,12 @@
from contextlib import contextmanager
from pymongo.read_concern import ReadConcern
from pymongo.write_concern import WriteConcern
from mongoengine.common import _import_class
from mongoengine.connection import DEFAULT_CONNECTION_NAME, get_db
from mongoengine.pymongo_support import count_documents
__all__ = (
"switch_db",
"switch_collection",
"no_dereference",
"no_sub_classes",
"query_counter",
"set_write_concern",
"set_read_write_concern",
)
class switch_db:
__all__ = ('switch_db', 'switch_collection', 'no_dereference',
'no_sub_classes', 'query_counter')
class switch_db(object):
"""switch_db alias context manager.
Example ::
@ -45,21 +33,21 @@ class switch_db:
self.cls = cls
self.collection = cls._get_collection()
self.db_alias = db_alias
self.ori_db_alias = cls._meta.get("db_alias", DEFAULT_CONNECTION_NAME)
self.ori_db_alias = cls._meta.get('db_alias', DEFAULT_CONNECTION_NAME)
def __enter__(self):
"""Change the db_alias and clear the cached collection."""
self.cls._meta["db_alias"] = self.db_alias
self.cls._meta['db_alias'] = self.db_alias
self.cls._collection = None
return self.cls
def __exit__(self, t, value, traceback):
"""Reset the db_alias and collection."""
self.cls._meta["db_alias"] = self.ori_db_alias
self.cls._meta['db_alias'] = self.ori_db_alias
self.cls._collection = self.collection
class switch_collection:
class switch_collection(object):
"""switch_collection alias context manager.
Example ::
@ -101,7 +89,7 @@ class switch_collection:
self.cls._get_collection_name = self.ori_get_collection_name
class no_dereference:
class no_dereference(object):
"""no_dereference context manager.
Turns off all dereferencing in Documents for the duration of the context
@ -118,15 +106,14 @@ class no_dereference:
"""
self.cls = cls
ReferenceField = _import_class("ReferenceField")
GenericReferenceField = _import_class("GenericReferenceField")
ComplexBaseField = _import_class("ComplexBaseField")
ReferenceField = _import_class('ReferenceField')
GenericReferenceField = _import_class('GenericReferenceField')
ComplexBaseField = _import_class('ComplexBaseField')
self.deref_fields = [
k
for k, v in self.cls._fields.items()
if isinstance(v, (ReferenceField, GenericReferenceField, ComplexBaseField))
]
self.deref_fields = [k for k, v in self.cls._fields.iteritems()
if isinstance(v, (ReferenceField,
GenericReferenceField,
ComplexBaseField))]
def __enter__(self):
"""Change the objects default and _auto_dereference values."""
@ -141,7 +128,7 @@ class no_dereference:
return self.cls
class no_sub_classes:
class no_sub_classes(object):
"""no_sub_classes context manager.
Only returns instances of this class and no sub (inherited) classes::
@ -156,136 +143,75 @@ class no_sub_classes:
:param cls: the class to turn querying sub classes on
"""
self.cls = cls
self.cls_initial_subclasses = None
def __enter__(self):
"""Change the objects default and _auto_dereference values."""
self.cls_initial_subclasses = self.cls._subclasses
self.cls._subclasses = (self.cls._class_name,)
self.cls._all_subclasses = self.cls._subclasses
self.cls._subclasses = (self.cls,)
return self.cls
def __exit__(self, t, value, traceback):
"""Reset the default and _auto_dereference values."""
self.cls._subclasses = self.cls_initial_subclasses
self.cls._subclasses = self.cls._all_subclasses
delattr(self.cls, '_all_subclasses')
return self.cls
class query_counter:
"""Query_counter context manager to get the number of queries.
This works by updating the `profiling_level` of the database so that all queries get logged,
resetting the db.system.profile collection at the beginning of the context and counting the new entries.
class query_counter(object):
"""Query_counter context manager to get the number of queries."""
This was designed for debugging purpose. In fact it is a global counter so queries issued by other threads/processes
can interfere with it
def __init__(self):
"""Construct the query_counter."""
self.counter = 0
self.db = get_db()
Usage:
.. code-block:: python
class User(Document):
name = StringField()
with query_counter() as q:
user = User(name='Bob')
assert q == 0 # no query fired yet
user.save()
assert q == 1 # 1 query was fired, an 'insert'
user_bis = User.objects().first()
assert q == 2 # a 2nd query was fired, a 'find_one'
Be aware that:
- Iterating over large amount of documents (>101) makes pymongo issue `getmore` queries to fetch the next batch of documents (https://docs.mongodb.com/manual/tutorial/iterate-a-cursor/#cursor-batches)
- Some queries are ignored by default by the counter (killcursors, db.system.indexes)
"""
def __init__(self, alias=DEFAULT_CONNECTION_NAME):
self.db = get_db(alias=alias)
self.initial_profiling_level = None
self._ctx_query_counter = 0 # number of queries issued by the context
self._ignored_query = {
"ns": {"$ne": "%s.system.indexes" % self.db.name},
"op": {"$ne": "killcursors"}, # MONGODB < 3.2
"command.killCursors": {"$exists": False}, # MONGODB >= 3.2
}
def _turn_on_profiling(self):
self.initial_profiling_level = self.db.profiling_level()
def __enter__(self):
"""On every with block we need to drop the profile collection."""
self.db.set_profiling_level(0)
self.db.system.profile.drop()
self.db.set_profiling_level(2)
def _resets_profiling(self):
self.db.set_profiling_level(self.initial_profiling_level)
def __enter__(self):
self._turn_on_profiling()
return self
def __exit__(self, t, value, traceback):
self._resets_profiling()
"""Reset the profiling level."""
self.db.set_profiling_level(0)
def __eq__(self, value):
"""== Compare querycounter."""
counter = self._get_count()
return value == counter
def __ne__(self, value):
"""!= Compare querycounter."""
return not self.__eq__(value)
def __lt__(self, value):
"""< Compare querycounter."""
return self._get_count() < value
def __le__(self, value):
"""<= Compare querycounter."""
return self._get_count() <= value
def __gt__(self, value):
"""> Compare querycounter."""
return self._get_count() > value
def __ge__(self, value):
""">= Compare querycounter."""
return self._get_count() >= value
def __int__(self):
"""int representation."""
return self._get_count()
def __repr__(self):
"""repr query_counter as the number of queries."""
return "%s" % self._get_count()
return u"%s" % self._get_count()
def _get_count(self):
"""Get the number of queries by counting the current number of entries in db.system.profile
and substracting the queries issued by this context. In fact everytime this is called, 1 query is
issued so we need to balance that
"""
count = (
count_documents(self.db.system.profile, self._ignored_query)
- self._ctx_query_counter
)
self._ctx_query_counter += (
1 # Account for the query we just issued to gather the information
)
"""Get the number of queries."""
ignore_query = {'ns': {'$ne': '%s.system.indexes' % self.db.name}}
count = self.db.system.profile.find(ignore_query).count() - self.counter
self.counter += 1
return count
@contextmanager
def set_write_concern(collection, write_concerns):
combined_concerns = dict(collection.write_concern.document.items())
combined_concerns.update(write_concerns)
yield collection.with_options(write_concern=WriteConcern(**combined_concerns))
@contextmanager
def set_read_write_concern(collection, write_concerns, read_concerns):
combined_write_concerns = dict(collection.write_concern.document.items())
if write_concerns is not None:
combined_write_concerns.update(write_concerns)
combined_read_concerns = dict(collection.read_concern.document.items())
if read_concerns is not None:
combined_read_concerns.update(read_concerns)
yield collection.with_options(
write_concern=WriteConcern(**combined_write_concerns),
read_concern=ReadConcern(**combined_read_concerns),
)

View File

@ -1,25 +1,15 @@
from bson import SON, DBRef
from bson import DBRef, SON
import six
from mongoengine.base import (
BaseDict,
BaseList,
EmbeddedDocumentList,
TopLevelDocumentMetaclass,
get_document,
)
from mongoengine.base.datastructures import LazyReference
from mongoengine.base import (BaseDict, BaseList, EmbeddedDocumentList,
TopLevelDocumentMetaclass, get_document)
from mongoengine.connection import get_db
from mongoengine.document import Document, EmbeddedDocument
from mongoengine.fields import (
DictField,
ListField,
MapField,
ReferenceField,
)
from mongoengine.fields import DictField, ListField, MapField, ReferenceField
from mongoengine.queryset import QuerySet
class DeReference:
class DeReference(object):
def __call__(self, items, max_depth=1, instance=None, name=None):
"""
Cheaply dereferences the items to a set depth.
@ -33,7 +23,7 @@ class DeReference:
:class:`~mongoengine.base.ComplexBaseField`
:param get: A boolean determining if being called by __get__
"""
if items is None or isinstance(items, str):
if items is None or isinstance(items, six.string_types):
return items
# cheapest way to convert a queryset to a list
@ -44,59 +34,43 @@ class DeReference:
self.max_depth = max_depth
doc_type = None
if instance and isinstance(
instance, (Document, EmbeddedDocument, TopLevelDocumentMetaclass)
):
if instance and isinstance(instance, (Document, EmbeddedDocument,
TopLevelDocumentMetaclass)):
doc_type = instance._fields.get(name)
while hasattr(doc_type, "field"):
while hasattr(doc_type, 'field'):
doc_type = doc_type.field
if isinstance(doc_type, ReferenceField):
field = doc_type
doc_type = doc_type.document_type
is_list = not hasattr(items, "items")
is_list = not hasattr(items, 'items')
if is_list and all(i.__class__ == doc_type for i in items):
if is_list and all([i.__class__ == doc_type for i in items]):
return items
elif not is_list and all(
i.__class__ == doc_type for i in items.values()
):
[i.__class__ == doc_type for i in items.values()]):
return items
elif not field.dbref:
# We must turn the ObjectIds into DBRefs
if not hasattr(items, 'items'):
# Recursively dig into the sub items of a list/dict
# to turn the ObjectIds into DBRefs
def _get_items_from_list(items):
new_items = []
for v in items:
value = v
if isinstance(v, dict):
value = _get_items_from_dict(v)
elif isinstance(v, list):
value = _get_items_from_list(v)
elif not isinstance(v, (DBRef, Document)):
value = field.to_python(v)
new_items.append(value)
return new_items
def _get_items(items):
new_items = []
for v in items:
if isinstance(v, list):
new_items.append(_get_items(v))
elif not isinstance(v, (DBRef, Document)):
new_items.append(field.to_python(v))
else:
new_items.append(v)
return new_items
def _get_items_from_dict(items):
new_items = {}
for k, v in items.items():
value = v
if isinstance(v, list):
value = _get_items_from_list(v)
elif isinstance(v, dict):
value = _get_items_from_dict(v)
elif not isinstance(v, (DBRef, Document)):
value = field.to_python(v)
new_items[k] = value
return new_items
if not hasattr(items, "items"):
items = _get_items_from_list(items)
items = _get_items(items)
else:
items = _get_items_from_dict(items)
items = {
k: (v if isinstance(v, (DBRef, Document))
else field.to_python(v))
for k, v in items.iteritems()
}
self.reference_map = self._find_references(items)
self.object_map = self._fetch_objects(doc_type=doc_type)
@ -123,85 +97,63 @@ class DeReference:
depth += 1
for item in iterator:
if isinstance(item, (Document, EmbeddedDocument)):
for field_name, field in item._fields.items():
for field_name, field in item._fields.iteritems():
v = item._data.get(field_name, None)
if isinstance(v, LazyReference):
# LazyReference inherits DBRef but should not be dereferenced here !
continue
elif isinstance(v, DBRef):
if isinstance(v, DBRef):
reference_map.setdefault(field.document_type, set()).add(v.id)
elif isinstance(v, (dict, SON)) and "_ref" in v:
reference_map.setdefault(get_document(v["_cls"]), set()).add(
v["_ref"].id
)
elif isinstance(v, (dict, SON)) and '_ref' in v:
reference_map.setdefault(get_document(v['_cls']), set()).add(v['_ref'].id)
elif isinstance(v, (dict, list, tuple)) and depth <= self.max_depth:
field_cls = getattr(
getattr(field, "field", None), "document_type", None
)
field_cls = getattr(getattr(field, 'field', None), 'document_type', None)
references = self._find_references(v, depth)
for key, refs in references.items():
if isinstance(
field_cls, (Document, TopLevelDocumentMetaclass)
):
for key, refs in references.iteritems():
if isinstance(field_cls, (Document, TopLevelDocumentMetaclass)):
key = field_cls
reference_map.setdefault(key, set()).update(refs)
elif isinstance(item, LazyReference):
# LazyReference inherits DBRef but should not be dereferenced here !
continue
elif isinstance(item, DBRef):
reference_map.setdefault(item.collection, set()).add(item.id)
elif isinstance(item, (dict, SON)) and "_ref" in item:
reference_map.setdefault(get_document(item["_cls"]), set()).add(
item["_ref"].id
)
elif isinstance(item, (dict, SON)) and '_ref' in item:
reference_map.setdefault(get_document(item['_cls']), set()).add(item['_ref'].id)
elif isinstance(item, (dict, list, tuple)) and depth - 1 <= self.max_depth:
references = self._find_references(item, depth - 1)
for key, refs in references.items():
for key, refs in references.iteritems():
reference_map.setdefault(key, set()).update(refs)
return reference_map
def _fetch_objects(self, doc_type=None):
"""Fetch all references and convert to their document objects"""
"""Fetch all references and convert to their document objects
"""
object_map = {}
for collection, dbrefs in self.reference_map.items():
# we use getattr instead of hasattr because hasattr swallows any exception under python2
# so it could hide nasty things without raising exceptions (cfr bug #1688))
ref_document_cls_exists = getattr(collection, "objects", None) is not None
if ref_document_cls_exists:
for collection, dbrefs in self.reference_map.iteritems():
if hasattr(collection, 'objects'): # We have a document class for the refs
col_name = collection._get_collection_name()
refs = [
dbref for dbref in dbrefs if (col_name, dbref) not in object_map
]
refs = [dbref for dbref in dbrefs
if (col_name, dbref) not in object_map]
references = collection.objects.in_bulk(refs)
for key, doc in references.items():
for key, doc in references.iteritems():
object_map[(col_name, key)] = doc
else: # Generic reference: use the refs data to convert to document
if isinstance(doc_type, (ListField, DictField, MapField)):
if isinstance(doc_type, (ListField, DictField, MapField,)):
continue
refs = [
dbref for dbref in dbrefs if (collection, dbref) not in object_map
]
refs = [dbref for dbref in dbrefs
if (collection, dbref) not in object_map]
if doc_type:
references = doc_type._get_db()[collection].find(
{"_id": {"$in": refs}}
)
references = doc_type._get_db()[collection].find({'_id': {'$in': refs}})
for ref in references:
doc = doc_type._from_son(ref)
object_map[(collection, doc.id)] = doc
else:
references = get_db()[collection].find({"_id": {"$in": refs}})
references = get_db()[collection].find({'_id': {'$in': refs}})
for ref in references:
if "_cls" in ref:
doc = get_document(ref["_cls"])._from_son(ref)
if '_cls' in ref:
doc = get_document(ref['_cls'])._from_son(ref)
elif doc_type is None:
doc = get_document(
"".join(x.capitalize() for x in collection.split("_"))
)._from_son(ref)
''.join(x.capitalize()
for x in collection.split('_')))._from_son(ref)
else:
doc = doc_type._from_son(ref)
object_map[(collection, doc.id)] = doc
@ -229,20 +181,19 @@ class DeReference:
return BaseList(items, instance, name)
if isinstance(items, (dict, SON)):
if "_ref" in items:
if '_ref' in items:
return self.object_map.get(
(items["_ref"].collection, items["_ref"].id), items
)
elif "_cls" in items:
doc = get_document(items["_cls"])._from_son(items)
_cls = doc._data.pop("_cls", None)
del items["_cls"]
(items['_ref'].collection, items['_ref'].id), items)
elif '_cls' in items:
doc = get_document(items['_cls'])._from_son(items)
_cls = doc._data.pop('_cls', None)
del items['_cls']
doc._data = self._attach_objects(doc._data, depth, doc, None)
if _cls is not None:
doc._data["_cls"] = _cls
doc._data['_cls'] = _cls
return doc
if not hasattr(items, "items"):
if not hasattr(items, 'items'):
is_list = True
list_type = BaseList
if isinstance(items, EmbeddedDocumentList):
@ -252,7 +203,7 @@ class DeReference:
data = []
else:
is_list = False
iterator = items.items()
iterator = items.iteritems()
data = {}
depth += 1
@ -269,23 +220,17 @@ class DeReference:
v = data[k]._data.get(field_name, None)
if isinstance(v, DBRef):
data[k]._data[field_name] = self.object_map.get(
(v.collection, v.id), v
)
elif isinstance(v, (dict, SON)) and "_ref" in v:
(v.collection, v.id), v)
elif isinstance(v, (dict, SON)) and '_ref' in v:
data[k]._data[field_name] = self.object_map.get(
(v["_ref"].collection, v["_ref"].id), v
)
(v['_ref'].collection, v['_ref'].id), v)
elif isinstance(v, (dict, list, tuple)) and depth <= self.max_depth:
item_name = f"{name}.{k}.{field_name}"
data[k]._data[field_name] = self._attach_objects(
v, depth, instance=instance, name=item_name
)
item_name = six.text_type('{0}.{1}.{2}').format(name, k, field_name)
data[k]._data[field_name] = self._attach_objects(v, depth, instance=instance, name=item_name)
elif isinstance(v, (dict, list, tuple)) and depth <= self.max_depth:
item_name = f"{name}.{k}" if name else name
data[k] = self._attach_objects(
v, depth - 1, instance=instance, name=item_name
)
elif isinstance(v, DBRef) and hasattr(v, "id"):
item_name = '%s.%s' % (name, k) if name else name
data[k] = self._attach_objects(v, depth - 1, instance=instance, name=item_name)
elif hasattr(v, 'id'):
data[k] = self.object_map.get((v.collection, v.id), v)
if instance and name:

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@ -1,31 +1,18 @@
from collections import defaultdict
__all__ = (
"NotRegistered",
"InvalidDocumentError",
"LookUpError",
"DoesNotExist",
"MultipleObjectsReturned",
"InvalidQueryError",
"OperationError",
"NotUniqueError",
"BulkWriteError",
"FieldDoesNotExist",
"ValidationError",
"SaveConditionError",
"DeprecatedError",
)
import six
__all__ = ('NotRegistered', 'InvalidDocumentError', 'LookUpError',
'DoesNotExist', 'MultipleObjectsReturned', 'InvalidQueryError',
'OperationError', 'NotUniqueError', 'FieldDoesNotExist',
'ValidationError', 'SaveConditionError')
class MongoEngineException(Exception):
class NotRegistered(Exception):
pass
class NotRegistered(MongoEngineException):
pass
class InvalidDocumentError(MongoEngineException):
class InvalidDocumentError(Exception):
pass
@ -33,19 +20,19 @@ class LookUpError(AttributeError):
pass
class DoesNotExist(MongoEngineException):
class DoesNotExist(Exception):
pass
class MultipleObjectsReturned(MongoEngineException):
class MultipleObjectsReturned(Exception):
pass
class InvalidQueryError(MongoEngineException):
class InvalidQueryError(Exception):
pass
class OperationError(MongoEngineException):
class OperationError(Exception):
pass
@ -53,15 +40,11 @@ class NotUniqueError(OperationError):
pass
class BulkWriteError(OperationError):
pass
class SaveConditionError(OperationError):
pass
class FieldDoesNotExist(MongoEngineException):
class FieldDoesNotExist(Exception):
"""Raised when trying to set a field
not declared in a :class:`~mongoengine.Document`
or an :class:`~mongoengine.EmbeddedDocument`.
@ -87,25 +70,24 @@ class ValidationError(AssertionError):
field_name = None
_message = None
def __init__(self, message="", **kwargs):
super().__init__(message)
self.errors = kwargs.get("errors", {})
self.field_name = kwargs.get("field_name")
def __init__(self, message='', **kwargs):
self.errors = kwargs.get('errors', {})
self.field_name = kwargs.get('field_name')
self.message = message
def __str__(self):
return str(self.message)
return six.text_type(self.message)
def __repr__(self):
return f"{self.__class__.__name__}({self.message},)"
return '%s(%s,)' % (self.__class__.__name__, self.message)
def __getattribute__(self, name):
message = super().__getattribute__(name)
if name == "message":
message = super(ValidationError, self).__getattribute__(name)
if name == 'message':
if self.field_name:
message = "%s" % message
message = '%s' % message
if self.errors:
message = f"{message}({self._format_errors()})"
message = '%s(%s)' % (message, self._format_errors())
return message
def _get_message(self):
@ -126,13 +108,16 @@ class ValidationError(AssertionError):
def build_dict(source):
errors_dict = {}
if not source:
return errors_dict
if isinstance(source, dict):
for field_name, error in source.items():
for field_name, error in source.iteritems():
errors_dict[field_name] = build_dict(error)
elif isinstance(source, ValidationError) and source.errors:
return build_dict(source.errors)
else:
return str(source)
return six.text_type(source)
return errors_dict
@ -144,22 +129,17 @@ class ValidationError(AssertionError):
def _format_errors(self):
"""Returns a string listing all errors within a document"""
def generate_key(value, prefix=""):
def generate_key(value, prefix=''):
if isinstance(value, list):
value = " ".join([generate_key(k) for k in value])
value = ' '.join([generate_key(k) for k in value])
elif isinstance(value, dict):
value = " ".join([generate_key(v, k) for k, v in value.items()])
value = ' '.join(
[generate_key(v, k) for k, v in value.iteritems()])
results = f"{prefix}.{value}" if prefix else value
results = '%s.%s' % (prefix, value) if prefix else value
return results
error_dict = defaultdict(list)
for k, v in self.to_dict().items():
for k, v in self.to_dict().iteritems():
error_dict[generate_key(v)].append(k)
return " ".join([f"{k}: {v}" for k, v in error_dict.items()])
class DeprecatedError(MongoEngineException):
"""Raise when a user uses a feature that has been Deprecated"""
pass
return ' '.join(['%s: %s' % (k, v) for k, v in error_dict.iteritems()])

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@ -1,20 +0,0 @@
"""
Helper functions, constants, and types to aid with MongoDB version support
"""
from mongoengine.connection import get_connection
# Constant that can be used to compare the version retrieved with
# get_mongodb_version()
MONGODB_34 = (3, 4)
MONGODB_36 = (3, 6)
MONGODB_42 = (4, 2)
MONGODB_44 = (4, 4)
def get_mongodb_version():
"""Return the version of the default connected mongoDB (first 2 digits)
:return: tuple(int, int)
"""
version_list = get_connection().server_info()["versionArray"][:2] # e.g: (3, 2)
return tuple(version_list)

View File

@ -1,60 +0,0 @@
"""
Helper functions, constants, and types to aid with PyMongo v2.7 - v3.x support.
"""
import pymongo
from pymongo.errors import OperationFailure
_PYMONGO_37 = (3, 7)
PYMONGO_VERSION = tuple(pymongo.version_tuple[:2])
IS_PYMONGO_GTE_37 = PYMONGO_VERSION >= _PYMONGO_37
def count_documents(
collection, filter, skip=None, limit=None, hint=None, collation=None
):
"""Pymongo>3.7 deprecates count in favour of count_documents"""
if limit == 0:
return 0 # Pymongo raises an OperationFailure if called with limit=0
kwargs = {}
if skip is not None:
kwargs["skip"] = skip
if limit is not None:
kwargs["limit"] = limit
if hint not in (-1, None):
kwargs["hint"] = hint
if collation is not None:
kwargs["collation"] = collation
# count_documents appeared in pymongo 3.7
if IS_PYMONGO_GTE_37:
try:
return collection.count_documents(filter=filter, **kwargs)
except OperationFailure:
# OperationFailure - accounts for some operators that used to work
# with .count but are no longer working with count_documents (i.e $geoNear, $near, and $nearSphere)
# fallback to deprecated Cursor.count
# Keeping this should be reevaluated the day pymongo removes .count entirely
pass
cursor = collection.find(filter)
for option, option_value in kwargs.items():
cursor_method = getattr(cursor, option)
cursor = cursor_method(option_value)
with_limit_and_skip = "skip" in kwargs or "limit" in kwargs
return cursor.count(with_limit_and_skip=with_limit_and_skip)
def list_collection_names(db, include_system_collections=False):
"""Pymongo>3.7 deprecates collection_names in favour of list_collection_names"""
if IS_PYMONGO_GTE_37:
collections = db.list_collection_names()
else:
collections = db.collection_names()
if not include_system_collections:
collections = [c for c in collections if not c.startswith("system.")]
return collections

View File

@ -0,0 +1,25 @@
"""
Helper functions, constants, and types to aid with Python v2.7 - v3.x and
PyMongo v2.7 - v3.x support.
"""
import pymongo
import six
if pymongo.version_tuple[0] < 3:
IS_PYMONGO_3 = False
else:
IS_PYMONGO_3 = True
# six.BytesIO resolves to StringIO.StringIO in Py2 and io.BytesIO in Py3.
StringIO = six.BytesIO
# Additionally for Py2, try to use the faster cStringIO, if available
if not six.PY3:
try:
import cStringIO
except ImportError:
pass
else:
StringIO = cStringIO.StringIO

View File

@ -7,22 +7,11 @@ from mongoengine.queryset.visitor import *
# Expose just the public subset of all imported objects and constants.
__all__ = (
"QuerySet",
"QuerySetNoCache",
"Q",
"queryset_manager",
"QuerySetManager",
"QueryFieldList",
"DO_NOTHING",
"NULLIFY",
"CASCADE",
"DENY",
"PULL",
'QuerySet', 'QuerySetNoCache', 'Q', 'queryset_manager', 'QuerySetManager',
'QueryFieldList', 'DO_NOTHING', 'NULLIFY', 'CASCADE', 'DENY', 'PULL',
# Errors that might be related to a queryset, mostly here for backward
# compatibility
"DoesNotExist",
"InvalidQueryError",
"MultipleObjectsReturned",
"NotUniqueError",
"OperationError",
'DoesNotExist', 'InvalidQueryError', 'MultipleObjectsReturned',
'NotUniqueError', 'OperationError',
)

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@ -1,15 +1,12 @@
__all__ = ("QueryFieldList",)
__all__ = ('QueryFieldList',)
class QueryFieldList:
class QueryFieldList(object):
"""Object that handles combinations of .only() and .exclude() calls"""
ONLY = 1
EXCLUDE = 0
def __init__(
self, fields=None, value=ONLY, always_include=None, _only_called=False
):
def __init__(self, fields=None, value=ONLY, always_include=None, _only_called=False):
"""The QueryFieldList builder
:param fields: A list of fields used in `.only()` or `.exclude()`
@ -52,7 +49,7 @@ class QueryFieldList:
self.fields = f.fields - self.fields
self._clean_slice()
if "_id" in f.fields:
if '_id' in f.fields:
self._id = f.value
if self.always_include:
@ -62,11 +59,11 @@ class QueryFieldList:
else:
self.fields -= self.always_include
if getattr(f, "_only_called", False):
if getattr(f, '_only_called', False):
self._only_called = True
return self
def __bool__(self):
def __nonzero__(self):
return bool(self.fields)
def as_dict(self):
@ -74,11 +71,11 @@ class QueryFieldList:
if self.slice:
field_list.update(self.slice)
if self._id is not None:
field_list["_id"] = self._id
field_list['_id'] = self._id
return field_list
def reset(self):
self.fields = set()
self.fields = set([])
self.slice = {}
self.value = self.ONLY

View File

@ -1,11 +1,10 @@
from functools import partial
from mongoengine.queryset.queryset import QuerySet
__all__ = ("queryset_manager", "QuerySetManager")
__all__ = ('queryset_manager', 'QuerySetManager')
class QuerySetManager:
class QuerySetManager(object):
"""
The default QuerySet Manager.
@ -34,10 +33,10 @@ class QuerySetManager:
return self
# owner is the document that contains the QuerySetManager
queryset_class = owner._meta.get("queryset_class", self.default)
queryset_class = owner._meta.get('queryset_class', self.default)
queryset = queryset_class(owner, owner._get_collection())
if self.get_queryset:
arg_count = self.get_queryset.__code__.co_argcount
arg_count = self.get_queryset.func_code.co_argcount
if arg_count == 1:
queryset = self.get_queryset(queryset)
elif arg_count == 2:

View File

@ -1,22 +1,9 @@
from mongoengine.errors import OperationError
from mongoengine.queryset.base import (
CASCADE,
DENY,
DO_NOTHING,
NULLIFY,
PULL,
BaseQuerySet,
)
from mongoengine.queryset.base import (BaseQuerySet, CASCADE, DENY, DO_NOTHING,
NULLIFY, PULL)
__all__ = (
"QuerySet",
"QuerySetNoCache",
"DO_NOTHING",
"NULLIFY",
"CASCADE",
"DENY",
"PULL",
)
__all__ = ('QuerySet', 'QuerySetNoCache', 'DO_NOTHING', 'NULLIFY', 'CASCADE',
'DENY', 'PULL')
# The maximum number of items to display in a QuerySet.__repr__
REPR_OUTPUT_SIZE = 20
@ -68,12 +55,12 @@ class QuerySet(BaseQuerySet):
def __repr__(self):
"""Provide a string representation of the QuerySet"""
if self._iter:
return ".. queryset mid-iteration .."
return '.. queryset mid-iteration ..'
self._populate_cache()
data = self._result_cache[: REPR_OUTPUT_SIZE + 1]
data = self._result_cache[:REPR_OUTPUT_SIZE + 1]
if len(data) > REPR_OUTPUT_SIZE:
data[-1] = "...(remaining elements truncated)..."
data[-1] = '...(remaining elements truncated)...'
return repr(data)
def _iter_results(self):
@ -100,10 +87,10 @@ class QuerySet(BaseQuerySet):
yield self._result_cache[pos]
pos += 1
# return if we already established there were no more
# Raise StopIteration if we already established there were no more
# docs in the db cursor.
if not self._has_more:
return
raise StopIteration
# Otherwise, populate more of the cache and repeat.
if len(self._result_cache) <= pos:
@ -125,8 +112,8 @@ class QuerySet(BaseQuerySet):
# Pull in ITER_CHUNK_SIZE docs from the database and store them in
# the result cache.
try:
for _ in range(ITER_CHUNK_SIZE):
self._result_cache.append(next(self))
for _ in xrange(ITER_CHUNK_SIZE):
self._result_cache.append(self.next())
except StopIteration:
# Getting this exception means there are no more docs in the
# db cursor. Set _has_more to False so that we can use that
@ -141,43 +128,52 @@ class QuerySet(BaseQuerySet):
getting the count
"""
if with_limit_and_skip is False:
return super().count(with_limit_and_skip)
return super(QuerySet, self).count(with_limit_and_skip)
if self._len is None:
# cache the length
self._len = super().count(with_limit_and_skip)
self._len = super(QuerySet, self).count(with_limit_and_skip)
return self._len
def no_cache(self):
"""Convert to a non-caching queryset"""
if self._result_cache is not None:
raise OperationError("QuerySet already cached")
"""Convert to a non-caching queryset
return self._clone_into(QuerySetNoCache(self._document, self._collection))
.. versionadded:: 0.8.3 Convert to non caching queryset
"""
if self._result_cache is not None:
raise OperationError('QuerySet already cached')
return self._clone_into(QuerySetNoCache(self._document,
self._collection))
class QuerySetNoCache(BaseQuerySet):
"""A non caching QuerySet"""
def cache(self):
"""Convert to a caching queryset"""
"""Convert to a caching queryset
.. versionadded:: 0.8.3 Convert to caching queryset
"""
return self._clone_into(QuerySet(self._document, self._collection))
def __repr__(self):
"""Provides the string representation of the QuerySet"""
"""Provides the string representation of the QuerySet
.. versionchanged:: 0.6.13 Now doesnt modify the cursor
"""
if self._iter:
return ".. queryset mid-iteration .."
return '.. queryset mid-iteration ..'
data = []
for _ in range(REPR_OUTPUT_SIZE + 1):
for _ in xrange(REPR_OUTPUT_SIZE + 1):
try:
data.append(next(self))
data.append(self.next())
except StopIteration:
break
if len(data) > REPR_OUTPUT_SIZE:
data[-1] = "...(remaining elements truncated)..."
data[-1] = '...(remaining elements truncated)...'
self.rewind()
return repr(data)
@ -188,3 +184,10 @@ class QuerySetNoCache(BaseQuerySet):
queryset = self.clone()
queryset.rewind()
return queryset
class QuerySetNoDeRef(QuerySet):
"""Special no_dereference QuerySet"""
def __dereference(items, max_depth=1, instance=None, name=None):
return items

View File

@ -1,65 +1,31 @@
from collections import defaultdict
import pymongo
from bson import SON, ObjectId
from bson import ObjectId, SON
from bson.dbref import DBRef
import pymongo
import six
from mongoengine.base import UPDATE_OPERATORS
from mongoengine.common import _import_class
from mongoengine.connection import get_connection
from mongoengine.errors import InvalidQueryError
from mongoengine.python_support import IS_PYMONGO_3
__all__ = ("query", "update", "STRING_OPERATORS")
__all__ = ('query', 'update')
COMPARISON_OPERATORS = (
"ne",
"gt",
"gte",
"lt",
"lte",
"in",
"nin",
"mod",
"all",
"size",
"exists",
"not",
"elemMatch",
"type",
)
GEO_OPERATORS = (
"within_distance",
"within_spherical_distance",
"within_box",
"within_polygon",
"near",
"near_sphere",
"max_distance",
"min_distance",
"geo_within",
"geo_within_box",
"geo_within_polygon",
"geo_within_center",
"geo_within_sphere",
"geo_intersects",
)
STRING_OPERATORS = (
"contains",
"icontains",
"startswith",
"istartswith",
"endswith",
"iendswith",
"exact",
"iexact",
"regex",
"iregex",
"wholeword",
"iwholeword",
)
CUSTOM_OPERATORS = ("match",)
MATCH_OPERATORS = (
COMPARISON_OPERATORS + GEO_OPERATORS + STRING_OPERATORS + CUSTOM_OPERATORS
)
COMPARISON_OPERATORS = ('ne', 'gt', 'gte', 'lt', 'lte', 'in', 'nin', 'mod',
'all', 'size', 'exists', 'not', 'elemMatch', 'type')
GEO_OPERATORS = ('within_distance', 'within_spherical_distance',
'within_box', 'within_polygon', 'near', 'near_sphere',
'max_distance', 'min_distance', 'geo_within', 'geo_within_box',
'geo_within_polygon', 'geo_within_center',
'geo_within_sphere', 'geo_intersects')
STRING_OPERATORS = ('contains', 'icontains', 'startswith',
'istartswith', 'endswith', 'iendswith',
'exact', 'iexact')
CUSTOM_OPERATORS = ('match',)
MATCH_OPERATORS = (COMPARISON_OPERATORS + GEO_OPERATORS +
STRING_OPERATORS + CUSTOM_OPERATORS)
# TODO make this less complex
@ -68,11 +34,11 @@ def query(_doc_cls=None, **kwargs):
mongo_query = {}
merge_query = defaultdict(list)
for key, value in sorted(kwargs.items()):
if key == "__raw__":
if key == '__raw__':
mongo_query.update(value)
continue
parts = key.rsplit("__")
parts = key.rsplit('__')
indices = [(i, p) for i, p in enumerate(parts) if p.isdigit()]
parts = [part for part in parts if not part.isdigit()]
# Check for an operator and transform to mongo-style if there is
@ -81,11 +47,11 @@ def query(_doc_cls=None, **kwargs):
op = parts.pop()
# Allow to escape operator-like field name by __
if len(parts) > 1 and parts[-1] == "":
if len(parts) > 1 and parts[-1] == '':
parts.pop()
negate = False
if len(parts) > 1 and parts[-1] == "not":
if len(parts) > 1 and parts[-1] == 'not':
parts.pop()
negate = True
@ -97,18 +63,18 @@ def query(_doc_cls=None, **kwargs):
raise InvalidQueryError(e)
parts = []
CachedReferenceField = _import_class("CachedReferenceField")
GenericReferenceField = _import_class("GenericReferenceField")
CachedReferenceField = _import_class('CachedReferenceField')
GenericReferenceField = _import_class('GenericReferenceField')
cleaned_fields = []
for field in fields:
append_field = True
if isinstance(field, str):
if isinstance(field, six.string_types):
parts.append(field)
append_field = False
# is last and CachedReferenceField
elif isinstance(field, CachedReferenceField) and fields[-1] == field:
parts.append("%s._id" % field.db_field)
parts.append('%s._id' % field.db_field)
else:
parts.append(field.db_field)
@ -118,17 +84,38 @@ def query(_doc_cls=None, **kwargs):
# Convert value to proper value
field = cleaned_fields[-1]
singular_ops = [None, "ne", "gt", "gte", "lt", "lte", "not"]
singular_ops = [None, 'ne', 'gt', 'gte', 'lt', 'lte', 'not']
singular_ops += STRING_OPERATORS
if op in singular_ops:
value = field.prepare_query_value(op, value)
if isinstance(field, six.string_types):
if (op in STRING_OPERATORS and
isinstance(value, six.string_types)):
StringField = _import_class('StringField')
value = StringField.prepare_query_value(op, value)
else:
value = field
else:
value = field.prepare_query_value(op, value)
if isinstance(field, CachedReferenceField) and value:
value = value["_id"]
if isinstance(field, CachedReferenceField) and value:
value = value['_id']
elif op in ("in", "nin", "all", "near") and not isinstance(value, dict):
# Raise an error if the in/nin/all/near param is not iterable.
value = _prepare_query_for_iterable(field, op, value)
elif op in ('in', 'nin', 'all', 'near') and not isinstance(value, dict):
# Raise an error if the in/nin/all/near param is not iterable. We need a
# special check for BaseDocument, because - although it's iterable - using
# it as such in the context of this method is most definitely a mistake.
BaseDocument = _import_class('BaseDocument')
if isinstance(value, BaseDocument):
raise TypeError("When using the `in`, `nin`, `all`, or "
"`near`-operators you can\'t use a "
"`Document`, you must wrap your object "
"in a list (object -> [object]).")
elif not hasattr(value, '__iter__'):
raise TypeError("The `in`, `nin`, `all`, or "
"`near`-operators must be applied to an "
"iterable (e.g. a list).")
else:
value = [field.prepare_query_value(op, v) for v in value]
# If we're querying a GenericReferenceField, we need to alter the
# key depending on the value:
@ -136,77 +123,73 @@ def query(_doc_cls=None, **kwargs):
# * If the value is an ObjectId, the key should be "field_name._ref.$id".
if isinstance(field, GenericReferenceField):
if isinstance(value, DBRef):
parts[-1] += "._ref"
parts[-1] += '._ref'
elif isinstance(value, ObjectId):
parts[-1] += "._ref.$id"
parts[-1] += '._ref.$id'
# if op and op not in COMPARISON_OPERATORS:
if op:
if op in GEO_OPERATORS:
value = _geo_operator(field, op, value)
elif op in ("match", "elemMatch"):
ListField = _import_class("ListField")
EmbeddedDocumentField = _import_class("EmbeddedDocumentField")
elif op in ('match', 'elemMatch'):
ListField = _import_class('ListField')
EmbeddedDocumentField = _import_class('EmbeddedDocumentField')
if (
isinstance(value, dict)
and isinstance(field, ListField)
and isinstance(field.field, EmbeddedDocumentField)
isinstance(value, dict) and
isinstance(field, ListField) and
isinstance(field.field, EmbeddedDocumentField)
):
value = query(field.field.document_type, **value)
else:
value = field.prepare_query_value(op, value)
value = {"$elemMatch": value}
value = {'$elemMatch': value}
elif op in CUSTOM_OPERATORS:
NotImplementedError(
'Custom method "%s" has not ' "been implemented" % op
)
NotImplementedError('Custom method "%s" has not '
'been implemented' % op)
elif op not in STRING_OPERATORS:
value = {"$" + op: value}
value = {'$' + op: value}
if negate:
value = {"$not": value}
value = {'$not': value}
for i, part in indices:
parts.insert(i, part)
key = ".".join(parts)
key = '.'.join(parts)
if key not in mongo_query:
if op is None or key not in mongo_query:
mongo_query[key] = value
else:
if isinstance(mongo_query[key], dict) and isinstance(value, dict):
elif key in mongo_query:
if isinstance(mongo_query[key], dict):
mongo_query[key].update(value)
# $max/minDistance needs to come last - convert to SON
value_dict = mongo_query[key]
if ("$maxDistance" in value_dict or "$minDistance" in value_dict) and (
"$near" in value_dict or "$nearSphere" in value_dict
):
if ('$maxDistance' in value_dict or '$minDistance' in value_dict) and \
('$near' in value_dict or '$nearSphere' in value_dict):
value_son = SON()
for k, v in value_dict.items():
if k == "$maxDistance" or k == "$minDistance":
for k, v in value_dict.iteritems():
if k == '$maxDistance' or k == '$minDistance':
continue
value_son[k] = v
# Required for MongoDB >= 2.6, may fail when combining
# PyMongo 3+ and MongoDB < 2.6
near_embedded = False
for near_op in ("$near", "$nearSphere"):
if isinstance(value_dict.get(near_op), dict):
for near_op in ('$near', '$nearSphere'):
if isinstance(value_dict.get(near_op), dict) and (
IS_PYMONGO_3 or get_connection().max_wire_version > 1):
value_son[near_op] = SON(value_son[near_op])
if "$maxDistance" in value_dict:
value_son[near_op]["$maxDistance"] = value_dict[
"$maxDistance"
]
if "$minDistance" in value_dict:
value_son[near_op]["$minDistance"] = value_dict[
"$minDistance"
]
if '$maxDistance' in value_dict:
value_son[near_op][
'$maxDistance'] = value_dict['$maxDistance']
if '$minDistance' in value_dict:
value_son[near_op][
'$minDistance'] = value_dict['$minDistance']
near_embedded = True
if not near_embedded:
if "$maxDistance" in value_dict:
value_son["$maxDistance"] = value_dict["$maxDistance"]
if "$minDistance" in value_dict:
value_son["$minDistance"] = value_dict["$minDistance"]
if '$maxDistance' in value_dict:
value_son['$maxDistance'] = value_dict['$maxDistance']
if '$minDistance' in value_dict:
value_son['$minDistance'] = value_dict['$minDistance']
mongo_query[key] = value_son
else:
# Store for manually merging later
@ -218,10 +201,10 @@ def query(_doc_cls=None, **kwargs):
del mongo_query[k]
if isinstance(v, list):
value = [{k: val} for val in v]
if "$and" in mongo_query.keys():
mongo_query["$and"].extend(value)
if '$and' in mongo_query.keys():
mongo_query['$and'].extend(value)
else:
mongo_query["$and"] = value
mongo_query['$and'] = value
return mongo_query
@ -231,44 +214,37 @@ def update(_doc_cls=None, **update):
format.
"""
mongo_update = {}
for key, value in update.items():
if key == "__raw__":
if key == '__raw__':
mongo_update.update(value)
continue
parts = key.split("__")
parts = key.split('__')
# if there is no operator, default to 'set'
if len(parts) < 3 and parts[0] not in UPDATE_OPERATORS:
parts.insert(0, "set")
parts.insert(0, 'set')
# Check for an operator and transform to mongo-style if there is
op = None
if parts[0] in UPDATE_OPERATORS:
op = parts.pop(0)
# Convert Pythonic names to Mongo equivalents
operator_map = {
"push_all": "pushAll",
"pull_all": "pullAll",
"dec": "inc",
"add_to_set": "addToSet",
"set_on_insert": "setOnInsert",
}
if op == "dec":
if op in ('push_all', 'pull_all'):
op = op.replace('_all', 'All')
elif op == 'dec':
# Support decrement by flipping a positive value's sign
# and using 'inc'
op = 'inc'
value = -value
# If the operator doesn't found from operator map, the op value
# will stay unchanged
op = operator_map.get(op, op)
elif op == 'add_to_set':
op = 'addToSet'
elif op == 'set_on_insert':
op = 'setOnInsert'
match = None
if parts[-1] in COMPARISON_OPERATORS:
match = parts.pop()
# Allow to escape operator-like field name by __
if len(parts) > 1 and parts[-1] == "":
if len(parts) > 1 and parts[-1] == '':
parts.pop()
if _doc_cls:
@ -283,10 +259,10 @@ def update(_doc_cls=None, **update):
appended_sub_field = False
for field in fields:
append_field = True
if isinstance(field, str):
if isinstance(field, six.string_types):
# Convert the S operator to $
if field == "S":
field = "$"
if field == 'S':
field = '$'
parts.append(field)
append_field = False
else:
@ -294,7 +270,7 @@ def update(_doc_cls=None, **update):
if append_field:
appended_sub_field = False
cleaned_fields.append(field)
if hasattr(field, "field"):
if hasattr(field, 'field'):
cleaned_fields.append(field.field)
appended_sub_field = True
@ -304,91 +280,63 @@ def update(_doc_cls=None, **update):
else:
field = cleaned_fields[-1]
GeoJsonBaseField = _import_class("GeoJsonBaseField")
GeoJsonBaseField = _import_class('GeoJsonBaseField')
if isinstance(field, GeoJsonBaseField):
value = field.to_mongo(value)
if op == "pull":
if field.required or value is not None:
if match in ("in", "nin") and not isinstance(value, dict):
value = _prepare_query_for_iterable(field, op, value)
else:
value = field.prepare_query_value(op, value)
elif op == "push" and isinstance(value, (list, tuple, set)):
value = [field.prepare_query_value(op, v) for v in value]
elif op in (None, "set", "push"):
if op in (None, 'set', 'push', 'pull'):
if field.required or value is not None:
value = field.prepare_query_value(op, value)
elif op in ("pushAll", "pullAll"):
elif op in ('pushAll', 'pullAll'):
value = [field.prepare_query_value(op, v) for v in value]
elif op in ("addToSet", "setOnInsert"):
elif op in ('addToSet', 'setOnInsert'):
if isinstance(value, (list, tuple, set)):
value = [field.prepare_query_value(op, v) for v in value]
elif field.required or value is not None:
value = field.prepare_query_value(op, value)
elif op == "unset":
elif op == 'unset':
value = 1
elif op == "inc":
value = field.prepare_query_value(op, value)
if match:
match = "$" + match
match = '$' + match
value = {match: value}
key = ".".join(parts)
key = '.'.join(parts)
if "pull" in op and "." in key:
if not op:
raise InvalidQueryError('Updates must supply an operation '
'eg: set__FIELD=value')
if 'pull' in op and '.' in key:
# Dot operators don't work on pull operations
# unless they point to a list field
# Otherwise it uses nested dict syntax
if op == "pullAll":
raise InvalidQueryError(
"pullAll operations only support a single field depth"
)
if op == 'pullAll':
raise InvalidQueryError('pullAll operations only support '
'a single field depth')
# Look for the last list field and use dot notation until there
field_classes = [c.__class__ for c in cleaned_fields]
field_classes.reverse()
ListField = _import_class("ListField")
EmbeddedDocumentListField = _import_class("EmbeddedDocumentListField")
if ListField in field_classes or EmbeddedDocumentListField in field_classes:
# Join all fields via dot notation to the last ListField or EmbeddedDocumentListField
ListField = _import_class('ListField')
if ListField in field_classes:
# Join all fields via dot notation to the last ListField
# Then process as normal
if ListField in field_classes:
_check_field = ListField
else:
_check_field = EmbeddedDocumentListField
last_listField = len(cleaned_fields) - field_classes.index(_check_field)
key = ".".join(parts[:last_listField])
last_listField = len(
cleaned_fields) - field_classes.index(ListField)
key = '.'.join(parts[:last_listField])
parts = parts[last_listField:]
parts.insert(0, key)
parts.reverse()
for key in parts:
value = {key: value}
elif op == "addToSet" and isinstance(value, list):
value = {key: {"$each": value}}
elif op in ("push", "pushAll"):
if parts[-1].isdigit():
key = ".".join(parts[0:-1])
position = int(parts[-1])
# $position expects an iterable. If pushing a single value,
# wrap it in a list.
if not isinstance(value, (set, tuple, list)):
value = [value]
value = {key: {"$each": value, "$position": position}}
else:
if op == "pushAll":
op = "push" # convert to non-deprecated keyword
if not isinstance(value, (set, tuple, list)):
value = [value]
value = {key: {"$each": value}}
else:
value = {key: value}
elif op == 'addToSet' and isinstance(value, list):
value = {key: {'$each': value}}
else:
value = {key: value}
key = "$" + op
key = '$' + op
if key not in mongo_update:
mongo_update[key] = value
elif key in mongo_update and isinstance(mongo_update[key], dict):
@ -399,47 +347,45 @@ def update(_doc_cls=None, **update):
def _geo_operator(field, op, value):
"""Helper to return the query for a given geo query."""
if op == "max_distance":
value = {"$maxDistance": value}
elif op == "min_distance":
value = {"$minDistance": value}
if op == 'max_distance':
value = {'$maxDistance': value}
elif op == 'min_distance':
value = {'$minDistance': value}
elif field._geo_index == pymongo.GEO2D:
if op == "within_distance":
value = {"$within": {"$center": value}}
elif op == "within_spherical_distance":
value = {"$within": {"$centerSphere": value}}
elif op == "within_polygon":
value = {"$within": {"$polygon": value}}
elif op == "near":
value = {"$near": value}
elif op == "near_sphere":
value = {"$nearSphere": value}
elif op == "within_box":
value = {"$within": {"$box": value}}
if op == 'within_distance':
value = {'$within': {'$center': value}}
elif op == 'within_spherical_distance':
value = {'$within': {'$centerSphere': value}}
elif op == 'within_polygon':
value = {'$within': {'$polygon': value}}
elif op == 'near':
value = {'$near': value}
elif op == 'near_sphere':
value = {'$nearSphere': value}
elif op == 'within_box':
value = {'$within': {'$box': value}}
else:
raise NotImplementedError(
'Geo method "%s" has not been ' "implemented for a GeoPointField" % op
)
raise NotImplementedError('Geo method "%s" has not been '
'implemented for a GeoPointField' % op)
else:
if op == "geo_within":
value = {"$geoWithin": _infer_geometry(value)}
elif op == "geo_within_box":
value = {"$geoWithin": {"$box": value}}
elif op == "geo_within_polygon":
value = {"$geoWithin": {"$polygon": value}}
elif op == "geo_within_center":
value = {"$geoWithin": {"$center": value}}
elif op == "geo_within_sphere":
value = {"$geoWithin": {"$centerSphere": value}}
elif op == "geo_intersects":
value = {"$geoIntersects": _infer_geometry(value)}
elif op == "near":
value = {"$near": _infer_geometry(value)}
if op == 'geo_within':
value = {'$geoWithin': _infer_geometry(value)}
elif op == 'geo_within_box':
value = {'$geoWithin': {'$box': value}}
elif op == 'geo_within_polygon':
value = {'$geoWithin': {'$polygon': value}}
elif op == 'geo_within_center':
value = {'$geoWithin': {'$center': value}}
elif op == 'geo_within_sphere':
value = {'$geoWithin': {'$centerSphere': value}}
elif op == 'geo_intersects':
value = {'$geoIntersects': _infer_geometry(value)}
elif op == 'near':
value = {'$near': _infer_geometry(value)}
else:
raise NotImplementedError(
'Geo method "{}" has not been implemented for a {} '.format(
op, field._name
)
'Geo method "%s" has not been implemented for a %s '
% (op, field._name)
)
return value
@ -449,58 +395,33 @@ def _infer_geometry(value):
given value.
"""
if isinstance(value, dict):
if "$geometry" in value:
if '$geometry' in value:
return value
elif "coordinates" in value and "type" in value:
return {"$geometry": value}
raise InvalidQueryError(
"Invalid $geometry dictionary should have type and coordinates keys"
)
elif 'coordinates' in value and 'type' in value:
return {'$geometry': value}
raise InvalidQueryError('Invalid $geometry dictionary should have '
'type and coordinates keys')
elif isinstance(value, (list, set)):
# TODO: shouldn't we test value[0][0][0][0] to see if it is MultiPolygon?
# TODO: should both TypeError and IndexError be alike interpreted?
try:
value[0][0][0]
return {"$geometry": {"type": "Polygon", "coordinates": value}}
return {'$geometry': {'type': 'Polygon', 'coordinates': value}}
except (TypeError, IndexError):
pass
try:
value[0][0]
return {"$geometry": {"type": "LineString", "coordinates": value}}
return {'$geometry': {'type': 'LineString', 'coordinates': value}}
except (TypeError, IndexError):
pass
try:
value[0]
return {"$geometry": {"type": "Point", "coordinates": value}}
return {'$geometry': {'type': 'Point', 'coordinates': value}}
except (TypeError, IndexError):
pass
raise InvalidQueryError(
"Invalid $geometry data. Can be either a "
"dictionary or (nested) lists of coordinate(s)"
)
def _prepare_query_for_iterable(field, op, value):
# We need a special check for BaseDocument, because - although it's iterable - using
# it as such in the context of this method is most definitely a mistake.
BaseDocument = _import_class("BaseDocument")
if isinstance(value, BaseDocument):
raise TypeError(
"When using the `in`, `nin`, `all`, or "
"`near`-operators you can't use a "
"`Document`, you must wrap your object "
"in a list (object -> [object])."
)
if not hasattr(value, "__iter__"):
raise TypeError(
"The `in`, `nin`, `all`, or "
"`near`-operators must be applied to an "
"iterable (e.g. a list)."
)
return [field.prepare_query_value(op, v) for v in value]
raise InvalidQueryError('Invalid $geometry data. Can be either a '
'dictionary or (nested) lists of coordinate(s)')

View File

@ -1,26 +1,23 @@
import copy
import warnings
from mongoengine.errors import InvalidQueryError
from mongoengine.queryset import transform
__all__ = ("Q", "QNode")
__all__ = ('Q',)
def warn_empty_is_deprecated():
msg = "'empty' property is deprecated in favour of using 'not bool(filter)'"
warnings.warn(msg, DeprecationWarning, stacklevel=2)
class QNodeVisitor:
"""Base visitor class for visiting Q-object nodes in a query tree."""
class QNodeVisitor(object):
"""Base visitor class for visiting Q-object nodes in a query tree.
"""
def visit_combination(self, combination):
"""Called by QCombination objects."""
"""Called by QCombination objects.
"""
return combination
def visit_query(self, query):
"""Called by (New)Q objects."""
"""Called by (New)Q objects.
"""
return query
@ -46,7 +43,8 @@ class SimplificationVisitor(QNodeVisitor):
return combination
def _query_conjunction(self, queries):
"""Merges query dicts - effectively &ing them together."""
"""Merges query dicts - effectively &ing them together.
"""
query_ops = set()
combined_query = {}
for query in queries:
@ -71,16 +69,16 @@ class QueryCompilerVisitor(QNodeVisitor):
self.document = document
def visit_combination(self, combination):
operator = "$and"
operator = '$and'
if combination.operation == combination.OR:
operator = "$or"
operator = '$or'
return {operator: combination.children}
def visit_query(self, query):
return transform.query(self.document, **query.query)
class QNode:
class QNode(object):
"""Base class for nodes in query trees."""
AND = 0
@ -98,19 +96,16 @@ class QNode:
"""Combine this node with another node into a QCombination
object.
"""
# If the other Q() is empty, ignore it and just use `self`.
if not bool(other):
if getattr(other, 'empty', True):
return self
# Or if this Q is empty, ignore it and just use `other`.
if not bool(self):
if self.empty:
return other
return QCombination(operation, [self, other])
@property
def empty(self):
warn_empty_is_deprecated()
return False
def __or__(self, other):
@ -136,13 +131,6 @@ class QCombination(QNode):
else:
self.children.append(node)
def __repr__(self):
op = " & " if self.operation is self.AND else " | "
return "(%s)" % op.join([repr(node) for node in self.children])
def __bool__(self):
return bool(self.children)
def accept(self, visitor):
for i in range(len(self.children)):
if isinstance(self.children[i], QNode):
@ -152,16 +140,8 @@ class QCombination(QNode):
@property
def empty(self):
warn_empty_is_deprecated()
return not bool(self.children)
def __eq__(self, other):
return (
self.__class__ == other.__class__
and self.operation == other.operation
and self.children == other.children
)
class Q(QNode):
"""A simple query object, used in a query tree to build up more complex
@ -171,19 +151,9 @@ class Q(QNode):
def __init__(self, **query):
self.query = query
def __repr__(self):
return "Q(**%s)" % repr(self.query)
def __bool__(self):
return bool(self.query)
def __eq__(self, other):
return self.__class__ == other.__class__ and self.query == other.query
def accept(self, visitor):
return visitor.visit_query(self)
@property
def empty(self):
warn_empty_is_deprecated()
return not bool(self.query)

View File

@ -1,12 +1,5 @@
__all__ = (
"pre_init",
"post_init",
"pre_save",
"pre_save_post_validation",
"post_save",
"pre_delete",
"post_delete",
)
__all__ = ('pre_init', 'post_init', 'pre_save', 'pre_save_post_validation',
'post_save', 'pre_delete', 'post_delete')
signals_available = False
try:
@ -14,12 +7,11 @@ try:
signals_available = True
except ImportError:
class Namespace:
class Namespace(object):
def signal(self, name, doc=None):
return _FakeSignal(name, doc)
class _FakeSignal:
class _FakeSignal(object):
"""If blinker is unavailable, create a fake class with the same
interface that allows sending of signals but will fail with an
error on anything else. Instead of doing anything on send, it
@ -31,16 +23,13 @@ except ImportError:
self.__doc__ = doc
def _fail(self, *args, **kwargs):
raise RuntimeError(
"signalling support is unavailable "
"because the blinker library is "
"not installed."
)
raise RuntimeError('signalling support is unavailable '
'because the blinker library is '
'not installed.')
send = lambda *a, **kw: None # noqa
connect = (
disconnect
) = has_receivers_for = receivers_for = temporarily_connected_to = _fail
connect = disconnect = has_receivers_for = receivers_for = \
temporarily_connected_to = _fail
del _fail
@ -48,12 +37,12 @@ except ImportError:
# not put signals in here. Create your own namespace instead.
_signals = Namespace()
pre_init = _signals.signal("pre_init")
post_init = _signals.signal("post_init")
pre_save = _signals.signal("pre_save")
pre_save_post_validation = _signals.signal("pre_save_post_validation")
post_save = _signals.signal("post_save")
pre_delete = _signals.signal("pre_delete")
post_delete = _signals.signal("post_delete")
pre_bulk_insert = _signals.signal("pre_bulk_insert")
post_bulk_insert = _signals.signal("post_bulk_insert")
pre_init = _signals.signal('pre_init')
post_init = _signals.signal('post_init')
pre_save = _signals.signal('pre_save')
pre_save_post_validation = _signals.signal('pre_save_post_validation')
post_save = _signals.signal('post_save')
pre_delete = _signals.signal('pre_delete')
post_delete = _signals.signal('post_delete')
pre_bulk_insert = _signals.signal('pre_bulk_insert')
post_bulk_insert = _signals.signal('post_bulk_insert')

View File

@ -51,4 +51,4 @@ rm -rf $RPM_BUILD_ROOT
# %{python_sitearch}/*
%changelog
* See: http://docs.mongoengine.org/en/latest/changelog.html
* See: http://docs.mongoengine.org/en/latest/changelog.html

View File

@ -1,7 +0,0 @@
black
flake8
pre-commit
pytest
ipdb
ipython
tox

7
requirements.txt Normal file
View File

@ -0,0 +1,7 @@
nose
pymongo>=2.7.1
six==1.10.0
flake8
flake8-import-order
Sphinx==1.5.5
sphinx-rtd-theme==0.2.4

View File

@ -1,18 +1,11 @@
[nosetests]
verbosity=2
detailed-errors=1
tests=tests
cover-package=mongoengine
[flake8]
ignore=E501,F403,F405,I201,I202,W504,W605,W503,B007
ignore=E501,F401,F403,F405,I201
exclude=build,dist,docs,venv,venv3,.tox,.eggs,tests
max-complexity=47
[tool:pytest]
# Limits the discovery to tests directory
# avoids that it runs for instance the benchmark
testpaths = tests
[isort]
known_first_party = mongoengine,tests
default_section = THIRDPARTY
multi_line_output = 3
include_trailing_comma = True
combine_as_imports = True
line_length = 70
ensure_newline_before_comments = 1
application-import-names=mongoengine,tests

147
setup.py
View File

@ -1,20 +1,20 @@
import os
import sys
from pkg_resources import normalize_path
from setuptools import find_packages, setup
from setuptools.command.test import test as TestCommand
# Hack to silence atexit traceback in newer python versions
try:
import multiprocessing # noqa: F401
import multiprocessing
except ImportError:
pass
DESCRIPTION = "MongoEngine is a Python Object-Document Mapper for working with MongoDB."
DESCRIPTION = (
'MongoEngine is a Python Object-Document '
'Mapper for working with MongoDB.'
)
try:
with open("README.rst") as fin:
with open('README.rst') as fin:
LONG_DESCRIPTION = fin.read()
except Exception:
LONG_DESCRIPTION = None
@ -24,125 +24,64 @@ def get_version(version_tuple):
"""Return the version tuple as a string, e.g. for (0, 10, 7),
return '0.10.7'.
"""
return ".".join(map(str, version_tuple))
class PyTest(TestCommand):
"""Will force pytest to search for tests inside the build directory
for 2to3 converted code (used by tox), instead of the current directory.
Required as long as we need 2to3
Known Limitation: https://tox.readthedocs.io/en/latest/example/pytest.html#known-issues-and-limitations
Source: https://www.hackzine.org/python-testing-with-pytest-and-2to3-plus-tox-and-travis-ci.html
"""
# https://pytest.readthedocs.io/en/2.7.3/goodpractises.html#integration-with-setuptools-test-commands
# Allows to provide pytest command argument through the test runner command `python setup.py test`
# e.g: `python setup.py test -a "-k=test"`
# This only works for 1 argument though
user_options = [("pytest-args=", "a", "Arguments to pass to py.test")]
def initialize_options(self):
TestCommand.initialize_options(self)
self.pytest_args = ""
def finalize_options(self):
TestCommand.finalize_options(self)
self.test_args = ["tests"]
self.test_suite = True
def run_tests(self):
# import here, cause outside the eggs aren't loaded
import pytest
from pkg_resources import _namespace_packages
# Purge modules under test from sys.modules. The test loader will
# re-import them from the build location. Required when 2to3 is used
# with namespace packages.
if sys.version_info >= (3,) and getattr(self.distribution, "use_2to3", False):
module = self.test_args[-1].split(".")[0]
if module in _namespace_packages:
del_modules = []
if module in sys.modules:
del_modules.append(module)
module += "."
for name in sys.modules:
if name.startswith(module):
del_modules.append(name)
map(sys.modules.__delitem__, del_modules)
# Run on the build directory for 2to3-built code
# This will prevent the old 2.x code from being found
# by py.test discovery mechanism, that apparently
# ignores sys.path..
ei_cmd = self.get_finalized_command("egg_info")
self.test_args = [normalize_path(ei_cmd.egg_base)]
cmd_args = self.test_args + ([self.pytest_args] if self.pytest_args else [])
errno = pytest.main(cmd_args)
sys.exit(errno)
return '.'.join(map(str, version_tuple))
# Dirty hack to get version number from monogengine/__init__.py - we can't
# import it as it depends on PyMongo and PyMongo isn't installed until this
# file is read
init = os.path.join(os.path.dirname(__file__), "mongoengine", "__init__.py")
version_line = list(filter(lambda l: l.startswith("VERSION"), open(init)))[0]
init = os.path.join(os.path.dirname(__file__), 'mongoengine', '__init__.py')
version_line = list(filter(lambda l: l.startswith('VERSION'), open(init)))[0]
VERSION = get_version(eval(version_line.split("=")[-1]))
VERSION = get_version(eval(version_line.split('=')[-1]))
CLASSIFIERS = [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python",
'Development Status :: 4 - Beta',
'Intended Audience :: Developers',
'License :: OSI Approved :: MIT License',
'Operating System :: OS Independent',
'Programming Language :: Python',
"Programming Language :: Python :: 2",
"Programming Language :: Python :: 2.7",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.6",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.3",
"Programming Language :: Python :: 3.4",
"Programming Language :: Python :: 3.5",
"Programming Language :: Python :: Implementation :: CPython",
"Programming Language :: Python :: Implementation :: PyPy",
"Topic :: Database",
"Topic :: Software Development :: Libraries :: Python Modules",
'Topic :: Database',
'Topic :: Software Development :: Libraries :: Python Modules',
]
extra_opts = {
"packages": find_packages(exclude=["tests", "tests.*"]),
"tests_require": [
"pytest",
"pytest-cov",
"coverage",
"blinker",
"Pillow>=7.0.0",
],
'packages': find_packages(exclude=['tests', 'tests.*']),
'tests_require': ['nose', 'coverage==4.2', 'blinker', 'Pillow>=2.0.0']
}
if "test" in sys.argv:
extra_opts["packages"] = find_packages()
extra_opts["package_data"] = {
"tests": ["fields/mongoengine.png", "fields/mongodb_leaf.png"]
}
if sys.version_info[0] == 3:
extra_opts['use_2to3'] = True
if 'test' in sys.argv or 'nosetests' in sys.argv:
extra_opts['packages'] = find_packages()
extra_opts['package_data'] = {
'tests': ['fields/mongoengine.png', 'fields/mongodb_leaf.png']}
else:
extra_opts['tests_require'] += ['python-dateutil']
setup(
name="mongoengine",
name='mongoengine',
version=VERSION,
author="Harry Marr",
author_email="harry.marr@gmail.com",
maintainer="Stefan Wojcik",
maintainer_email="wojcikstefan@gmail.com",
url="http://mongoengine.org/",
download_url="https://github.com/MongoEngine/mongoengine/tarball/master",
license="MIT",
author='Harry Marr',
author_email='harry.marr@{nospam}gmail.com',
maintainer="Ross Lawley",
maintainer_email="ross.lawley@{nospam}gmail.com",
url='http://mongoengine.org/',
download_url='https://github.com/MongoEngine/mongoengine/tarball/master',
license='MIT',
include_package_data=True,
description=DESCRIPTION,
long_description=LONG_DESCRIPTION,
platforms=["any"],
platforms=['any'],
classifiers=CLASSIFIERS,
python_requires=">=3.6",
install_requires=["pymongo>=3.4, <4.0"],
cmdclass={"test": PyTest},
install_requires=['pymongo>=2.7.1', 'six'],
test_suite='nose.collector',
**extra_opts
)

View File

@ -0,0 +1,4 @@
from all_warnings import AllWarnings
from document import *
from queryset import *
from fields import *

View File

@ -0,0 +1,42 @@
"""
This test has been put into a module. This is because it tests warnings that
only get triggered on first hit. This way we can ensure its imported into the
top level and called first by the test suite.
"""
import unittest
import warnings
from mongoengine import *
__all__ = ('AllWarnings', )
class AllWarnings(unittest.TestCase):
def setUp(self):
connect(db='mongoenginetest')
self.warning_list = []
self.showwarning_default = warnings.showwarning
warnings.showwarning = self.append_to_warning_list
def append_to_warning_list(self, message, category, *args):
self.warning_list.append({"message": message,
"category": category})
def tearDown(self):
# restore default handling of warnings
warnings.showwarning = self.showwarning_default
def test_document_collection_syntax_warning(self):
class NonAbstractBase(Document):
meta = {'allow_inheritance': True}
class InheritedDocumentFailTest(NonAbstractBase):
meta = {'collection': 'fail'}
warning = self.warning_list[0]
self.assertEqual(SyntaxWarning, warning["category"])
self.assertEqual('non_abstract_base',
InheritedDocumentFailTest._get_collection_name())

View File

@ -1,35 +0,0 @@
"""
This test has been put into a module. This is because it tests warnings that
only get triggered on first hit. This way we can ensure its imported into the
top level and called first by the test suite.
"""
import unittest
import warnings
from mongoengine import *
class TestAllWarnings(unittest.TestCase):
def setUp(self):
connect(db="mongoenginetest")
self.warning_list = []
self.showwarning_default = warnings.showwarning
warnings.showwarning = self.append_to_warning_list
def append_to_warning_list(self, message, category, *args):
self.warning_list.append({"message": message, "category": category})
def tearDown(self):
# restore default handling of warnings
warnings.showwarning = self.showwarning_default
def test_document_collection_syntax_warning(self):
class NonAbstractBase(Document):
meta = {"allow_inheritance": True}
class InheritedDocumentFailTest(NonAbstractBase):
meta = {"collection": "fail"}
warning = self.warning_list[0]
assert SyntaxWarning == warning["category"]
assert "non_abstract_base" == InheritedDocumentFailTest._get_collection_name()

View File

@ -0,0 +1,13 @@
import unittest
from class_methods import *
from delta import *
from dynamic import *
from indexes import *
from inheritance import *
from instance import *
from json_serialisation import *
from validation import *
if __name__ == '__main__':
unittest.main()

View File

@ -0,0 +1,350 @@
# -*- coding: utf-8 -*-
import unittest
from mongoengine import *
from mongoengine.queryset import NULLIFY, PULL
from mongoengine.connection import get_db
__all__ = ("ClassMethodsTest", )
class ClassMethodsTest(unittest.TestCase):
def setUp(self):
connect(db='mongoenginetest')
self.db = get_db()
class Person(Document):
name = StringField()
age = IntField()
non_field = True
meta = {"allow_inheritance": True}
self.Person = Person
def tearDown(self):
for collection in self.db.collection_names():
if 'system.' in collection:
continue
self.db.drop_collection(collection)
def test_definition(self):
"""Ensure that document may be defined using fields.
"""
self.assertEqual(['_cls', 'age', 'id', 'name'],
sorted(self.Person._fields.keys()))
self.assertEqual(["IntField", "ObjectIdField", "StringField", "StringField"],
sorted([x.__class__.__name__ for x in
self.Person._fields.values()]))
def test_get_db(self):
"""Ensure that get_db returns the expected db.
"""
db = self.Person._get_db()
self.assertEqual(self.db, db)
def test_get_collection_name(self):
"""Ensure that get_collection_name returns the expected collection
name.
"""
collection_name = 'person'
self.assertEqual(collection_name, self.Person._get_collection_name())
def test_get_collection(self):
"""Ensure that get_collection returns the expected collection.
"""
collection_name = 'person'
collection = self.Person._get_collection()
self.assertEqual(self.db[collection_name], collection)
def test_drop_collection(self):
"""Ensure that the collection may be dropped from the database.
"""
collection_name = 'person'
self.Person(name='Test').save()
self.assertTrue(collection_name in self.db.collection_names())
self.Person.drop_collection()
self.assertFalse(collection_name in self.db.collection_names())
def test_register_delete_rule(self):
"""Ensure that register delete rule adds a delete rule to the document
meta.
"""
class Job(Document):
employee = ReferenceField(self.Person)
self.assertEqual(self.Person._meta.get('delete_rules'), None)
self.Person.register_delete_rule(Job, 'employee', NULLIFY)
self.assertEqual(self.Person._meta['delete_rules'],
{(Job, 'employee'): NULLIFY})
def test_compare_indexes(self):
""" Ensure that the indexes are properly created and that
compare_indexes identifies the missing/extra indexes
"""
class BlogPost(Document):
author = StringField()
title = StringField()
description = StringField()
tags = StringField()
meta = {
'indexes': [('author', 'title')]
}
BlogPost.drop_collection()
BlogPost.ensure_indexes()
self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [] })
BlogPost.ensure_index(['author', 'description'])
self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [[('author', 1), ('description', 1)]] })
BlogPost._get_collection().drop_index('author_1_description_1')
self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [] })
BlogPost._get_collection().drop_index('author_1_title_1')
self.assertEqual(BlogPost.compare_indexes(), { 'missing': [[('author', 1), ('title', 1)]], 'extra': [] })
def test_compare_indexes_inheritance(self):
""" Ensure that the indexes are properly created and that
compare_indexes identifies the missing/extra indexes for subclassed
documents (_cls included)
"""
class BlogPost(Document):
author = StringField()
title = StringField()
description = StringField()
meta = {
'allow_inheritance': True
}
class BlogPostWithTags(BlogPost):
tags = StringField()
tag_list = ListField(StringField())
meta = {
'indexes': [('author', 'tags')]
}
BlogPost.drop_collection()
BlogPost.ensure_indexes()
BlogPostWithTags.ensure_indexes()
self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [] })
BlogPostWithTags.ensure_index(['author', 'tag_list'])
self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [[('_cls', 1), ('author', 1), ('tag_list', 1)]] })
BlogPostWithTags._get_collection().drop_index('_cls_1_author_1_tag_list_1')
self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [] })
BlogPostWithTags._get_collection().drop_index('_cls_1_author_1_tags_1')
self.assertEqual(BlogPost.compare_indexes(), { 'missing': [[('_cls', 1), ('author', 1), ('tags', 1)]], 'extra': [] })
def test_compare_indexes_multiple_subclasses(self):
""" Ensure that compare_indexes behaves correctly if called from a
class, which base class has multiple subclasses
"""
class BlogPost(Document):
author = StringField()
title = StringField()
description = StringField()
meta = {
'allow_inheritance': True
}
class BlogPostWithTags(BlogPost):
tags = StringField()
tag_list = ListField(StringField())
meta = {
'indexes': [('author', 'tags')]
}
class BlogPostWithCustomField(BlogPost):
custom = DictField()
meta = {
'indexes': [('author', 'custom')]
}
BlogPost.ensure_indexes()
BlogPostWithTags.ensure_indexes()
BlogPostWithCustomField.ensure_indexes()
self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [] })
self.assertEqual(BlogPostWithTags.compare_indexes(), { 'missing': [], 'extra': [] })
self.assertEqual(BlogPostWithCustomField.compare_indexes(), { 'missing': [], 'extra': [] })
def test_list_indexes_inheritance(self):
""" ensure that all of the indexes are listed regardless of the super-
or sub-class that we call it from
"""
class BlogPost(Document):
author = StringField()
title = StringField()
description = StringField()
meta = {
'allow_inheritance': True
}
class BlogPostWithTags(BlogPost):
tags = StringField()
meta = {
'indexes': [('author', 'tags')]
}
class BlogPostWithTagsAndExtraText(BlogPostWithTags):
extra_text = StringField()
meta = {
'indexes': [('author', 'tags', 'extra_text')]
}
BlogPost.drop_collection()
BlogPost.ensure_indexes()
BlogPostWithTags.ensure_indexes()
BlogPostWithTagsAndExtraText.ensure_indexes()
self.assertEqual(BlogPost.list_indexes(),
BlogPostWithTags.list_indexes())
self.assertEqual(BlogPost.list_indexes(),
BlogPostWithTagsAndExtraText.list_indexes())
self.assertEqual(BlogPost.list_indexes(),
[[('_cls', 1), ('author', 1), ('tags', 1)],
[('_cls', 1), ('author', 1), ('tags', 1), ('extra_text', 1)],
[(u'_id', 1)], [('_cls', 1)]])
def test_register_delete_rule_inherited(self):
class Vaccine(Document):
name = StringField(required=True)
meta = {"indexes": ["name"]}
class Animal(Document):
family = StringField(required=True)
vaccine_made = ListField(ReferenceField("Vaccine", reverse_delete_rule=PULL))
meta = {"allow_inheritance": True, "indexes": ["family"]}
class Cat(Animal):
name = StringField(required=True)
self.assertEqual(Vaccine._meta['delete_rules'][(Animal, 'vaccine_made')], PULL)
self.assertEqual(Vaccine._meta['delete_rules'][(Cat, 'vaccine_made')], PULL)
def test_collection_naming(self):
"""Ensure that a collection with a specified name may be used.
"""
class DefaultNamingTest(Document):
pass
self.assertEqual('default_naming_test',
DefaultNamingTest._get_collection_name())
class CustomNamingTest(Document):
meta = {'collection': 'pimp_my_collection'}
self.assertEqual('pimp_my_collection',
CustomNamingTest._get_collection_name())
class DynamicNamingTest(Document):
meta = {'collection': lambda c: "DYNAMO"}
self.assertEqual('DYNAMO', DynamicNamingTest._get_collection_name())
# Use Abstract class to handle backwards compatibility
class BaseDocument(Document):
meta = {
'abstract': True,
'collection': lambda c: c.__name__.lower()
}
class OldNamingConvention(BaseDocument):
pass
self.assertEqual('oldnamingconvention',
OldNamingConvention._get_collection_name())
class InheritedAbstractNamingTest(BaseDocument):
meta = {'collection': 'wibble'}
self.assertEqual('wibble',
InheritedAbstractNamingTest._get_collection_name())
# Mixin tests
class BaseMixin(object):
meta = {
'collection': lambda c: c.__name__.lower()
}
class OldMixinNamingConvention(Document, BaseMixin):
pass
self.assertEqual('oldmixinnamingconvention',
OldMixinNamingConvention._get_collection_name())
class BaseMixin(object):
meta = {
'collection': lambda c: c.__name__.lower()
}
class BaseDocument(Document, BaseMixin):
meta = {'allow_inheritance': True}
class MyDocument(BaseDocument):
pass
self.assertEqual('basedocument', MyDocument._get_collection_name())
def test_custom_collection_name_operations(self):
"""Ensure that a collection with a specified name is used as expected.
"""
collection_name = 'personCollTest'
class Person(Document):
name = StringField()
meta = {'collection': collection_name}
Person(name="Test User").save()
self.assertTrue(collection_name in self.db.collection_names())
user_obj = self.db[collection_name].find_one()
self.assertEqual(user_obj['name'], "Test User")
user_obj = Person.objects[0]
self.assertEqual(user_obj.name, "Test User")
Person.drop_collection()
self.assertFalse(collection_name in self.db.collection_names())
def test_collection_name_and_primary(self):
"""Ensure that a collection with a specified name may be used.
"""
class Person(Document):
name = StringField(primary_key=True)
meta = {'collection': 'app'}
Person(name="Test User").save()
user_obj = Person.objects.first()
self.assertEqual(user_obj.name, "Test User")
Person.drop_collection()
if __name__ == '__main__':
unittest.main()

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# -*- coding: utf-8 -*-
import unittest
from bson import SON
from mongoengine import *
from mongoengine.connection import get_db
__all__ = ("DeltaTest",)
class DeltaTest(unittest.TestCase):
def setUp(self):
connect(db='mongoenginetest')
self.db = get_db()
class Person(Document):
name = StringField()
age = IntField()
non_field = True
meta = {"allow_inheritance": True}
self.Person = Person
def tearDown(self):
for collection in self.db.collection_names():
if 'system.' in collection:
continue
self.db.drop_collection(collection)
def test_delta(self):
self.delta(Document)
self.delta(DynamicDocument)
def delta(self, DocClass):
class Doc(DocClass):
string_field = StringField()
int_field = IntField()
dict_field = DictField()
list_field = ListField()
Doc.drop_collection()
doc = Doc()
doc.save()
doc = Doc.objects.first()
self.assertEqual(doc._get_changed_fields(), [])
self.assertEqual(doc._delta(), ({}, {}))
doc.string_field = 'hello'
self.assertEqual(doc._get_changed_fields(), ['string_field'])
self.assertEqual(doc._delta(), ({'string_field': 'hello'}, {}))
doc._changed_fields = []
doc.int_field = 1
self.assertEqual(doc._get_changed_fields(), ['int_field'])
self.assertEqual(doc._delta(), ({'int_field': 1}, {}))
doc._changed_fields = []
dict_value = {'hello': 'world', 'ping': 'pong'}
doc.dict_field = dict_value
self.assertEqual(doc._get_changed_fields(), ['dict_field'])
self.assertEqual(doc._delta(), ({'dict_field': dict_value}, {}))
doc._changed_fields = []
list_value = ['1', 2, {'hello': 'world'}]
doc.list_field = list_value
self.assertEqual(doc._get_changed_fields(), ['list_field'])
self.assertEqual(doc._delta(), ({'list_field': list_value}, {}))
# Test unsetting
doc._changed_fields = []
doc.dict_field = {}
self.assertEqual(doc._get_changed_fields(), ['dict_field'])
self.assertEqual(doc._delta(), ({}, {'dict_field': 1}))
doc._changed_fields = []
doc.list_field = []
self.assertEqual(doc._get_changed_fields(), ['list_field'])
self.assertEqual(doc._delta(), ({}, {'list_field': 1}))
def test_delta_recursive(self):
self.delta_recursive(Document, EmbeddedDocument)
self.delta_recursive(DynamicDocument, EmbeddedDocument)
self.delta_recursive(Document, DynamicEmbeddedDocument)
self.delta_recursive(DynamicDocument, DynamicEmbeddedDocument)
def delta_recursive(self, DocClass, EmbeddedClass):
class Embedded(EmbeddedClass):
id = StringField()
string_field = StringField()
int_field = IntField()
dict_field = DictField()
list_field = ListField()
class Doc(DocClass):
string_field = StringField()
int_field = IntField()
dict_field = DictField()
list_field = ListField()
embedded_field = EmbeddedDocumentField(Embedded)
Doc.drop_collection()
doc = Doc()
doc.save()
doc = Doc.objects.first()
self.assertEqual(doc._get_changed_fields(), [])
self.assertEqual(doc._delta(), ({}, {}))
embedded_1 = Embedded()
embedded_1.id = "010101"
embedded_1.string_field = 'hello'
embedded_1.int_field = 1
embedded_1.dict_field = {'hello': 'world'}
embedded_1.list_field = ['1', 2, {'hello': 'world'}]
doc.embedded_field = embedded_1
self.assertEqual(doc._get_changed_fields(), ['embedded_field'])
embedded_delta = {
'id': "010101",
'string_field': 'hello',
'int_field': 1,
'dict_field': {'hello': 'world'},
'list_field': ['1', 2, {'hello': 'world'}]
}
self.assertEqual(doc.embedded_field._delta(), (embedded_delta, {}))
self.assertEqual(doc._delta(),
({'embedded_field': embedded_delta}, {}))
doc.save()
doc = doc.reload(10)
doc.embedded_field.dict_field = {}
self.assertEqual(doc._get_changed_fields(),
['embedded_field.dict_field'])
self.assertEqual(doc.embedded_field._delta(), ({}, {'dict_field': 1}))
self.assertEqual(doc._delta(), ({}, {'embedded_field.dict_field': 1}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.dict_field, {})
doc.embedded_field.list_field = []
self.assertEqual(doc._get_changed_fields(),
['embedded_field.list_field'])
self.assertEqual(doc.embedded_field._delta(), ({}, {'list_field': 1}))
self.assertEqual(doc._delta(), ({}, {'embedded_field.list_field': 1}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field, [])
embedded_2 = Embedded()
embedded_2.string_field = 'hello'
embedded_2.int_field = 1
embedded_2.dict_field = {'hello': 'world'}
embedded_2.list_field = ['1', 2, {'hello': 'world'}]
doc.embedded_field.list_field = ['1', 2, embedded_2]
self.assertEqual(doc._get_changed_fields(),
['embedded_field.list_field'])
self.assertEqual(doc.embedded_field._delta(), ({
'list_field': ['1', 2, {
'_cls': 'Embedded',
'string_field': 'hello',
'dict_field': {'hello': 'world'},
'int_field': 1,
'list_field': ['1', 2, {'hello': 'world'}],
}]
}, {}))
self.assertEqual(doc._delta(), ({
'embedded_field.list_field': ['1', 2, {
'_cls': 'Embedded',
'string_field': 'hello',
'dict_field': {'hello': 'world'},
'int_field': 1,
'list_field': ['1', 2, {'hello': 'world'}],
}]
}, {}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field[0], '1')
self.assertEqual(doc.embedded_field.list_field[1], 2)
for k in doc.embedded_field.list_field[2]._fields:
self.assertEqual(doc.embedded_field.list_field[2][k],
embedded_2[k])
doc.embedded_field.list_field[2].string_field = 'world'
self.assertEqual(doc._get_changed_fields(),
['embedded_field.list_field.2.string_field'])
self.assertEqual(doc.embedded_field._delta(),
({'list_field.2.string_field': 'world'}, {}))
self.assertEqual(doc._delta(),
({'embedded_field.list_field.2.string_field': 'world'}, {}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field[2].string_field,
'world')
# Test multiple assignments
doc.embedded_field.list_field[2].string_field = 'hello world'
doc.embedded_field.list_field[2] = doc.embedded_field.list_field[2]
self.assertEqual(doc._get_changed_fields(),
['embedded_field.list_field.2'])
self.assertEqual(doc.embedded_field._delta(), ({'list_field.2': {
'_cls': 'Embedded',
'string_field': 'hello world',
'int_field': 1,
'list_field': ['1', 2, {'hello': 'world'}],
'dict_field': {'hello': 'world'}}
}, {}))
self.assertEqual(doc._delta(), ({'embedded_field.list_field.2': {
'_cls': 'Embedded',
'string_field': 'hello world',
'int_field': 1,
'list_field': ['1', 2, {'hello': 'world'}],
'dict_field': {'hello': 'world'}}
}, {}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field[2].string_field,
'hello world')
# Test list native methods
doc.embedded_field.list_field[2].list_field.pop(0)
self.assertEqual(doc._delta(),
({'embedded_field.list_field.2.list_field':
[2, {'hello': 'world'}]}, {}))
doc.save()
doc = doc.reload(10)
doc.embedded_field.list_field[2].list_field.append(1)
self.assertEqual(doc._delta(),
({'embedded_field.list_field.2.list_field':
[2, {'hello': 'world'}, 1]}, {}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field[2].list_field,
[2, {'hello': 'world'}, 1])
doc.embedded_field.list_field[2].list_field.sort(key=str)
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field[2].list_field,
[1, 2, {'hello': 'world'}])
del doc.embedded_field.list_field[2].list_field[2]['hello']
self.assertEqual(doc._delta(),
({}, {'embedded_field.list_field.2.list_field.2.hello': 1}))
doc.save()
doc = doc.reload(10)
del doc.embedded_field.list_field[2].list_field
self.assertEqual(doc._delta(),
({}, {'embedded_field.list_field.2.list_field': 1}))
doc.save()
doc = doc.reload(10)
doc.dict_field['Embedded'] = embedded_1
doc.save()
doc = doc.reload(10)
doc.dict_field['Embedded'].string_field = 'Hello World'
self.assertEqual(doc._get_changed_fields(),
['dict_field.Embedded.string_field'])
self.assertEqual(doc._delta(),
({'dict_field.Embedded.string_field': 'Hello World'}, {}))
def test_circular_reference_deltas(self):
self.circular_reference_deltas(Document, Document)
self.circular_reference_deltas(Document, DynamicDocument)
self.circular_reference_deltas(DynamicDocument, Document)
self.circular_reference_deltas(DynamicDocument, DynamicDocument)
def circular_reference_deltas(self, DocClass1, DocClass2):
class Person(DocClass1):
name = StringField()
owns = ListField(ReferenceField('Organization'))
class Organization(DocClass2):
name = StringField()
owner = ReferenceField('Person')
Person.drop_collection()
Organization.drop_collection()
person = Person(name="owner").save()
organization = Organization(name="company").save()
person.owns.append(organization)
organization.owner = person
person.save()
organization.save()
p = Person.objects[0].select_related()
o = Organization.objects.first()
self.assertEqual(p.owns[0], o)
self.assertEqual(o.owner, p)
def test_circular_reference_deltas_2(self):
self.circular_reference_deltas_2(Document, Document)
self.circular_reference_deltas_2(Document, DynamicDocument)
self.circular_reference_deltas_2(DynamicDocument, Document)
self.circular_reference_deltas_2(DynamicDocument, DynamicDocument)
def circular_reference_deltas_2(self, DocClass1, DocClass2, dbref=True):
class Person(DocClass1):
name = StringField()
owns = ListField(ReferenceField('Organization', dbref=dbref))
employer = ReferenceField('Organization', dbref=dbref)
class Organization(DocClass2):
name = StringField()
owner = ReferenceField('Person', dbref=dbref)
employees = ListField(ReferenceField('Person', dbref=dbref))
Person.drop_collection()
Organization.drop_collection()
person = Person(name="owner").save()
employee = Person(name="employee").save()
organization = Organization(name="company").save()
person.owns.append(organization)
organization.owner = person
organization.employees.append(employee)
employee.employer = organization
person.save()
organization.save()
employee.save()
p = Person.objects.get(name="owner")
e = Person.objects.get(name="employee")
o = Organization.objects.first()
self.assertEqual(p.owns[0], o)
self.assertEqual(o.owner, p)
self.assertEqual(e.employer, o)
return person, organization, employee
def test_delta_db_field(self):
self.delta_db_field(Document)
self.delta_db_field(DynamicDocument)
def delta_db_field(self, DocClass):
class Doc(DocClass):
string_field = StringField(db_field='db_string_field')
int_field = IntField(db_field='db_int_field')
dict_field = DictField(db_field='db_dict_field')
list_field = ListField(db_field='db_list_field')
Doc.drop_collection()
doc = Doc()
doc.save()
doc = Doc.objects.first()
self.assertEqual(doc._get_changed_fields(), [])
self.assertEqual(doc._delta(), ({}, {}))
doc.string_field = 'hello'
self.assertEqual(doc._get_changed_fields(), ['db_string_field'])
self.assertEqual(doc._delta(), ({'db_string_field': 'hello'}, {}))
doc._changed_fields = []
doc.int_field = 1
self.assertEqual(doc._get_changed_fields(), ['db_int_field'])
self.assertEqual(doc._delta(), ({'db_int_field': 1}, {}))
doc._changed_fields = []
dict_value = {'hello': 'world', 'ping': 'pong'}
doc.dict_field = dict_value
self.assertEqual(doc._get_changed_fields(), ['db_dict_field'])
self.assertEqual(doc._delta(), ({'db_dict_field': dict_value}, {}))
doc._changed_fields = []
list_value = ['1', 2, {'hello': 'world'}]
doc.list_field = list_value
self.assertEqual(doc._get_changed_fields(), ['db_list_field'])
self.assertEqual(doc._delta(), ({'db_list_field': list_value}, {}))
# Test unsetting
doc._changed_fields = []
doc.dict_field = {}
self.assertEqual(doc._get_changed_fields(), ['db_dict_field'])
self.assertEqual(doc._delta(), ({}, {'db_dict_field': 1}))
doc._changed_fields = []
doc.list_field = []
self.assertEqual(doc._get_changed_fields(), ['db_list_field'])
self.assertEqual(doc._delta(), ({}, {'db_list_field': 1}))
# Test it saves that data
doc = Doc()
doc.save()
doc.string_field = 'hello'
doc.int_field = 1
doc.dict_field = {'hello': 'world'}
doc.list_field = ['1', 2, {'hello': 'world'}]
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.string_field, 'hello')
self.assertEqual(doc.int_field, 1)
self.assertEqual(doc.dict_field, {'hello': 'world'})
self.assertEqual(doc.list_field, ['1', 2, {'hello': 'world'}])
def test_delta_recursive_db_field(self):
self.delta_recursive_db_field(Document, EmbeddedDocument)
self.delta_recursive_db_field(Document, DynamicEmbeddedDocument)
self.delta_recursive_db_field(DynamicDocument, EmbeddedDocument)
self.delta_recursive_db_field(DynamicDocument, DynamicEmbeddedDocument)
def delta_recursive_db_field(self, DocClass, EmbeddedClass):
class Embedded(EmbeddedClass):
string_field = StringField(db_field='db_string_field')
int_field = IntField(db_field='db_int_field')
dict_field = DictField(db_field='db_dict_field')
list_field = ListField(db_field='db_list_field')
class Doc(DocClass):
string_field = StringField(db_field='db_string_field')
int_field = IntField(db_field='db_int_field')
dict_field = DictField(db_field='db_dict_field')
list_field = ListField(db_field='db_list_field')
embedded_field = EmbeddedDocumentField(Embedded,
db_field='db_embedded_field')
Doc.drop_collection()
doc = Doc()
doc.save()
doc = Doc.objects.first()
self.assertEqual(doc._get_changed_fields(), [])
self.assertEqual(doc._delta(), ({}, {}))
embedded_1 = Embedded()
embedded_1.string_field = 'hello'
embedded_1.int_field = 1
embedded_1.dict_field = {'hello': 'world'}
embedded_1.list_field = ['1', 2, {'hello': 'world'}]
doc.embedded_field = embedded_1
self.assertEqual(doc._get_changed_fields(), ['db_embedded_field'])
embedded_delta = {
'db_string_field': 'hello',
'db_int_field': 1,
'db_dict_field': {'hello': 'world'},
'db_list_field': ['1', 2, {'hello': 'world'}]
}
self.assertEqual(doc.embedded_field._delta(), (embedded_delta, {}))
self.assertEqual(doc._delta(),
({'db_embedded_field': embedded_delta}, {}))
doc.save()
doc = doc.reload(10)
doc.embedded_field.dict_field = {}
self.assertEqual(doc._get_changed_fields(),
['db_embedded_field.db_dict_field'])
self.assertEqual(doc.embedded_field._delta(),
({}, {'db_dict_field': 1}))
self.assertEqual(doc._delta(),
({}, {'db_embedded_field.db_dict_field': 1}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.dict_field, {})
doc.embedded_field.list_field = []
self.assertEqual(doc._get_changed_fields(),
['db_embedded_field.db_list_field'])
self.assertEqual(doc.embedded_field._delta(),
({}, {'db_list_field': 1}))
self.assertEqual(doc._delta(),
({}, {'db_embedded_field.db_list_field': 1}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field, [])
embedded_2 = Embedded()
embedded_2.string_field = 'hello'
embedded_2.int_field = 1
embedded_2.dict_field = {'hello': 'world'}
embedded_2.list_field = ['1', 2, {'hello': 'world'}]
doc.embedded_field.list_field = ['1', 2, embedded_2]
self.assertEqual(doc._get_changed_fields(),
['db_embedded_field.db_list_field'])
self.assertEqual(doc.embedded_field._delta(), ({
'db_list_field': ['1', 2, {
'_cls': 'Embedded',
'db_string_field': 'hello',
'db_dict_field': {'hello': 'world'},
'db_int_field': 1,
'db_list_field': ['1', 2, {'hello': 'world'}],
}]
}, {}))
self.assertEqual(doc._delta(), ({
'db_embedded_field.db_list_field': ['1', 2, {
'_cls': 'Embedded',
'db_string_field': 'hello',
'db_dict_field': {'hello': 'world'},
'db_int_field': 1,
'db_list_field': ['1', 2, {'hello': 'world'}],
}]
}, {}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field[0], '1')
self.assertEqual(doc.embedded_field.list_field[1], 2)
for k in doc.embedded_field.list_field[2]._fields:
self.assertEqual(doc.embedded_field.list_field[2][k],
embedded_2[k])
doc.embedded_field.list_field[2].string_field = 'world'
self.assertEqual(doc._get_changed_fields(),
['db_embedded_field.db_list_field.2.db_string_field'])
self.assertEqual(doc.embedded_field._delta(),
({'db_list_field.2.db_string_field': 'world'}, {}))
self.assertEqual(doc._delta(),
({'db_embedded_field.db_list_field.2.db_string_field': 'world'},
{}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field[2].string_field,
'world')
# Test multiple assignments
doc.embedded_field.list_field[2].string_field = 'hello world'
doc.embedded_field.list_field[2] = doc.embedded_field.list_field[2]
self.assertEqual(doc._get_changed_fields(),
['db_embedded_field.db_list_field.2'])
self.assertEqual(doc.embedded_field._delta(), ({'db_list_field.2': {
'_cls': 'Embedded',
'db_string_field': 'hello world',
'db_int_field': 1,
'db_list_field': ['1', 2, {'hello': 'world'}],
'db_dict_field': {'hello': 'world'}}}, {}))
self.assertEqual(doc._delta(), ({
'db_embedded_field.db_list_field.2': {
'_cls': 'Embedded',
'db_string_field': 'hello world',
'db_int_field': 1,
'db_list_field': ['1', 2, {'hello': 'world'}],
'db_dict_field': {'hello': 'world'}}
}, {}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field[2].string_field,
'hello world')
# Test list native methods
doc.embedded_field.list_field[2].list_field.pop(0)
self.assertEqual(doc._delta(),
({'db_embedded_field.db_list_field.2.db_list_field':
[2, {'hello': 'world'}]}, {}))
doc.save()
doc = doc.reload(10)
doc.embedded_field.list_field[2].list_field.append(1)
self.assertEqual(doc._delta(),
({'db_embedded_field.db_list_field.2.db_list_field':
[2, {'hello': 'world'}, 1]}, {}))
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field[2].list_field,
[2, {'hello': 'world'}, 1])
doc.embedded_field.list_field[2].list_field.sort(key=str)
doc.save()
doc = doc.reload(10)
self.assertEqual(doc.embedded_field.list_field[2].list_field,
[1, 2, {'hello': 'world'}])
del doc.embedded_field.list_field[2].list_field[2]['hello']
self.assertEqual(doc._delta(),
({}, {'db_embedded_field.db_list_field.2.db_list_field.2.hello': 1}))
doc.save()
doc = doc.reload(10)
del doc.embedded_field.list_field[2].list_field
self.assertEqual(doc._delta(), ({},
{'db_embedded_field.db_list_field.2.db_list_field': 1}))
def test_delta_for_dynamic_documents(self):
class Person(DynamicDocument):
name = StringField()
meta = {'allow_inheritance': True}
Person.drop_collection()
p = Person(name="James", age=34)
self.assertEqual(p._delta(), (
SON([('_cls', 'Person'), ('name', 'James'), ('age', 34)]), {}))
p.doc = 123
del p.doc
self.assertEqual(p._delta(), (
SON([('_cls', 'Person'), ('name', 'James'), ('age', 34)]), {}))
p = Person()
p.name = "Dean"
p.age = 22
p.save()
p.age = 24
self.assertEqual(p.age, 24)
self.assertEqual(p._get_changed_fields(), ['age'])
self.assertEqual(p._delta(), ({'age': 24}, {}))
p = Person.objects(age=22).get()
p.age = 24
self.assertEqual(p.age, 24)
self.assertEqual(p._get_changed_fields(), ['age'])
self.assertEqual(p._delta(), ({'age': 24}, {}))
p.save()
self.assertEqual(1, Person.objects(age=24).count())
def test_dynamic_delta(self):
class Doc(DynamicDocument):
pass
Doc.drop_collection()
doc = Doc()
doc.save()
doc = Doc.objects.first()
self.assertEqual(doc._get_changed_fields(), [])
self.assertEqual(doc._delta(), ({}, {}))
doc.string_field = 'hello'
self.assertEqual(doc._get_changed_fields(), ['string_field'])
self.assertEqual(doc._delta(), ({'string_field': 'hello'}, {}))
doc._changed_fields = []
doc.int_field = 1
self.assertEqual(doc._get_changed_fields(), ['int_field'])
self.assertEqual(doc._delta(), ({'int_field': 1}, {}))
doc._changed_fields = []
dict_value = {'hello': 'world', 'ping': 'pong'}
doc.dict_field = dict_value
self.assertEqual(doc._get_changed_fields(), ['dict_field'])
self.assertEqual(doc._delta(), ({'dict_field': dict_value}, {}))
doc._changed_fields = []
list_value = ['1', 2, {'hello': 'world'}]
doc.list_field = list_value
self.assertEqual(doc._get_changed_fields(), ['list_field'])
self.assertEqual(doc._delta(), ({'list_field': list_value}, {}))
# Test unsetting
doc._changed_fields = []
doc.dict_field = {}
self.assertEqual(doc._get_changed_fields(), ['dict_field'])
self.assertEqual(doc._delta(), ({}, {'dict_field': 1}))
doc._changed_fields = []
doc.list_field = []
self.assertEqual(doc._get_changed_fields(), ['list_field'])
self.assertEqual(doc._delta(), ({}, {'list_field': 1}))
def test_delta_with_dbref_true(self):
person, organization, employee = self.circular_reference_deltas_2(Document, Document, True)
employee.name = 'test'
self.assertEqual(organization._get_changed_fields(), [])
updates, removals = organization._delta()
self.assertEqual({}, removals)
self.assertEqual({}, updates)
organization.employees.append(person)
updates, removals = organization._delta()
self.assertEqual({}, removals)
self.assertTrue('employees' in updates)
def test_delta_with_dbref_false(self):
person, organization, employee = self.circular_reference_deltas_2(Document, Document, False)
employee.name = 'test'
self.assertEqual(organization._get_changed_fields(), [])
updates, removals = organization._delta()
self.assertEqual({}, removals)
self.assertEqual({}, updates)
organization.employees.append(person)
updates, removals = organization._delta()
self.assertEqual({}, removals)
self.assertTrue('employees' in updates)
def test_nested_nested_fields_mark_as_changed(self):
class EmbeddedDoc(EmbeddedDocument):
name = StringField()
class MyDoc(Document):
subs = MapField(MapField(EmbeddedDocumentField(EmbeddedDoc)))
name = StringField()
MyDoc.drop_collection()
mydoc = MyDoc(name='testcase1', subs={'a': {'b': EmbeddedDoc(name='foo')}}).save()
mydoc = MyDoc.objects.first()
subdoc = mydoc.subs['a']['b']
subdoc.name = 'bar'
self.assertEqual(["name"], subdoc._get_changed_fields())
self.assertEqual(["subs.a.b.name"], mydoc._get_changed_fields())
mydoc._clear_changed_fields()
self.assertEqual([], mydoc._get_changed_fields())
def test_lower_level_mark_as_changed(self):
class EmbeddedDoc(EmbeddedDocument):
name = StringField()
class MyDoc(Document):
subs = MapField(EmbeddedDocumentField(EmbeddedDoc))
MyDoc.drop_collection()
MyDoc().save()
mydoc = MyDoc.objects.first()
mydoc.subs['a'] = EmbeddedDoc()
self.assertEqual(["subs.a"], mydoc._get_changed_fields())
subdoc = mydoc.subs['a']
subdoc.name = 'bar'
self.assertEqual(["name"], subdoc._get_changed_fields())
self.assertEqual(["subs.a"], mydoc._get_changed_fields())
mydoc.save()
mydoc._clear_changed_fields()
self.assertEqual([], mydoc._get_changed_fields())
def test_upper_level_mark_as_changed(self):
class EmbeddedDoc(EmbeddedDocument):
name = StringField()
class MyDoc(Document):
subs = MapField(EmbeddedDocumentField(EmbeddedDoc))
MyDoc.drop_collection()
MyDoc(subs={'a': EmbeddedDoc(name='foo')}).save()
mydoc = MyDoc.objects.first()
subdoc = mydoc.subs['a']
subdoc.name = 'bar'
self.assertEqual(["name"], subdoc._get_changed_fields())
self.assertEqual(["subs.a.name"], mydoc._get_changed_fields())
mydoc.subs['a'] = EmbeddedDoc()
self.assertEqual(["subs.a"], mydoc._get_changed_fields())
mydoc.save()
mydoc._clear_changed_fields()
self.assertEqual([], mydoc._get_changed_fields())
def test_referenced_object_changed_attributes(self):
"""Ensures that when you save a new reference to a field, the referenced object isn't altered"""
class Organization(Document):
name = StringField()
class User(Document):
name = StringField()
org = ReferenceField('Organization', required=True)
Organization.drop_collection()
User.drop_collection()
org1 = Organization(name='Org 1')
org1.save()
org2 = Organization(name='Org 2')
org2.save()
user = User(name='Fred', org=org1)
user.save()
org1.reload()
org2.reload()
user.reload()
self.assertEqual(org1.name, 'Org 1')
self.assertEqual(org2.name, 'Org 2')
self.assertEqual(user.name, 'Fred')
user.name = 'Harold'
user.org = org2
org2.name = 'New Org 2'
self.assertEqual(org2.name, 'New Org 2')
user.save()
org2.save()
self.assertEqual(org2.name, 'New Org 2')
org2.reload()
self.assertEqual(org2.name, 'New Org 2')
def test_delta_for_nested_map_fields(self):
class UInfoDocument(Document):
phone = StringField()
class EmbeddedRole(EmbeddedDocument):
type = StringField()
class EmbeddedUser(EmbeddedDocument):
name = StringField()
roles = MapField(field=EmbeddedDocumentField(EmbeddedRole))
rolist = ListField(field=EmbeddedDocumentField(EmbeddedRole))
info = ReferenceField(UInfoDocument)
class Doc(Document):
users = MapField(field=EmbeddedDocumentField(EmbeddedUser))
num = IntField(default=-1)
Doc.drop_collection()
doc = Doc(num=1)
doc.users["007"] = EmbeddedUser(name="Agent007")
doc.save()
uinfo = UInfoDocument(phone="79089269066")
uinfo.save()
d = Doc.objects(num=1).first()
d.users["007"]["roles"]["666"] = EmbeddedRole(type="superadmin")
d.users["007"]["rolist"].append(EmbeddedRole(type="oops"))
d.users["007"]["info"] = uinfo
delta = d._delta()
self.assertEqual(True, "users.007.roles.666" in delta[0])
self.assertEqual(True, "users.007.rolist" in delta[0])
self.assertEqual(True, "users.007.info" in delta[0])
self.assertEqual('superadmin', delta[0]["users.007.roles.666"]["type"])
self.assertEqual('oops', delta[0]["users.007.rolist"][0]["type"])
self.assertEqual(uinfo.id, delta[0]["users.007.info"])
if __name__ == '__main__':
unittest.main()

View File

@ -1,20 +1,20 @@
import unittest
import pytest
from mongoengine import *
from tests.utils import MongoDBTestCase
from mongoengine.connection import get_db
__all__ = ("TestDynamicDocument",)
__all__ = ("DynamicTest", )
class TestDynamicDocument(MongoDBTestCase):
class DynamicTest(unittest.TestCase):
def setUp(self):
super().setUp()
connect(db='mongoenginetest')
self.db = get_db()
class Person(DynamicDocument):
name = StringField()
meta = {"allow_inheritance": True}
meta = {'allow_inheritance': True}
Person.drop_collection()
@ -27,28 +27,16 @@ class TestDynamicDocument(MongoDBTestCase):
p.name = "James"
p.age = 34
assert p.to_mongo() == {"_cls": "Person", "name": "James", "age": 34}
assert p.to_mongo().keys() == ["_cls", "name", "age"]
self.assertEqual(p.to_mongo(), {"_cls": "Person", "name": "James",
"age": 34})
self.assertEqual(p.to_mongo().keys(), ["_cls", "name", "age"])
p.save()
assert p.to_mongo().keys() == ["_id", "_cls", "name", "age"]
self.assertEqual(p.to_mongo().keys(), ["_id", "_cls", "name", "age"])
assert self.Person.objects.first().age == 34
self.assertEqual(self.Person.objects.first().age, 34)
# Confirm no changes to self.Person
assert not hasattr(self.Person, "age")
def test_dynamic_document_parse_values_in_constructor_like_document_do(self):
class ProductDynamicDocument(DynamicDocument):
title = StringField()
price = FloatField()
class ProductDocument(Document):
title = StringField()
price = FloatField()
product = ProductDocument(title="Blabla", price="12.5")
dyn_product = ProductDynamicDocument(title="Blabla", price="12.5")
assert product.price == dyn_product.price == 12.5
self.assertFalse(hasattr(self.Person, 'age'))
def test_change_scope_of_variable(self):
"""Test changing the scope of a dynamic field has no adverse effects"""
@ -58,11 +46,11 @@ class TestDynamicDocument(MongoDBTestCase):
p.save()
p = self.Person.objects.get()
p.misc = {"hello": "world"}
p.misc = {'hello': 'world'}
p.save()
p = self.Person.objects.get()
assert p.misc == {"hello": "world"}
self.assertEqual(p.misc, {'hello': 'world'})
def test_delete_dynamic_field(self):
"""Test deleting a dynamic field works"""
@ -73,23 +61,23 @@ class TestDynamicDocument(MongoDBTestCase):
p.save()
p = self.Person.objects.get()
p.misc = {"hello": "world"}
p.misc = {'hello': 'world'}
p.save()
p = self.Person.objects.get()
assert p.misc == {"hello": "world"}
self.assertEqual(p.misc, {'hello': 'world'})
collection = self.db[self.Person._get_collection_name()]
obj = collection.find_one()
assert sorted(obj.keys()) == ["_cls", "_id", "misc", "name"]
self.assertEqual(sorted(obj.keys()), ['_cls', '_id', 'misc', 'name'])
del p.misc
p.save()
p = self.Person.objects.get()
assert not hasattr(p, "misc")
self.assertFalse(hasattr(p, 'misc'))
obj = collection.find_one()
assert sorted(obj.keys()) == ["_cls", "_id", "name"]
self.assertEqual(sorted(obj.keys()), ['_cls', '_id', 'name'])
def test_reload_after_unsetting(self):
p = self.Person()
@ -103,55 +91,12 @@ class TestDynamicDocument(MongoDBTestCase):
p = self.Person.objects.create()
p.update(age=1)
assert len(p._data) == 3
assert sorted(p._data.keys()) == ["_cls", "id", "name"]
self.assertEqual(len(p._data), 3)
self.assertEqual(sorted(p._data.keys()), ['_cls', 'id', 'name'])
p.reload()
assert len(p._data) == 4
assert sorted(p._data.keys()) == ["_cls", "age", "id", "name"]
def test_fields_without_underscore(self):
"""Ensure we can query dynamic fields"""
Person = self.Person
p = self.Person(name="Dean")
p.save()
raw_p = Person.objects.as_pymongo().get(id=p.id)
assert raw_p == {"_cls": "Person", "_id": p.id, "name": "Dean"}
p.name = "OldDean"
p.newattr = "garbage"
p.save()
raw_p = Person.objects.as_pymongo().get(id=p.id)
assert raw_p == {
"_cls": "Person",
"_id": p.id,
"name": "OldDean",
"newattr": "garbage",
}
def test_fields_containing_underscore(self):
"""Ensure we can query dynamic fields"""
class WeirdPerson(DynamicDocument):
name = StringField()
_name = StringField()
WeirdPerson.drop_collection()
p = WeirdPerson(name="Dean", _name="Dean")
p.save()
raw_p = WeirdPerson.objects.as_pymongo().get(id=p.id)
assert raw_p == {"_id": p.id, "_name": "Dean", "name": "Dean"}
p.name = "OldDean"
p._name = "NewDean"
p._newattr1 = "garbage" # Unknown fields won't be added
p.save()
raw_p = WeirdPerson.objects.as_pymongo().get(id=p.id)
assert raw_p == {"_id": p.id, "_name": "NewDean", "name": "OldDean"}
self.assertEqual(len(p._data), 4)
self.assertEqual(sorted(p._data.keys()), ['_cls', 'age', 'id', 'name'])
def test_dynamic_document_queries(self):
"""Ensure we can query dynamic fields"""
@ -160,10 +105,10 @@ class TestDynamicDocument(MongoDBTestCase):
p.age = 22
p.save()
assert 1 == self.Person.objects(age=22).count()
self.assertEqual(1, self.Person.objects(age=22).count())
p = self.Person.objects(age=22)
p = p.get()
assert 22 == p.age
self.assertEqual(22, p.age)
def test_complex_dynamic_document_queries(self):
class Person(DynamicDocument):
@ -183,25 +128,26 @@ class TestDynamicDocument(MongoDBTestCase):
p2.age = 10
p2.save()
assert Person.objects(age__icontains="ten").count() == 2
assert Person.objects(age__gte=10).count() == 1
self.assertEqual(Person.objects(age__icontains='ten').count(), 2)
self.assertEqual(Person.objects(age__gte=10).count(), 1)
def test_complex_data_lookups(self):
"""Ensure you can query dynamic document dynamic fields"""
p = self.Person()
p.misc = {"hello": "world"}
p.misc = {'hello': 'world'}
p.save()
assert 1 == self.Person.objects(misc__hello="world").count()
self.assertEqual(1, self.Person.objects(misc__hello='world').count())
def test_three_level_complex_data_lookups(self):
"""Ensure you can query three level document dynamic fields"""
self.Person.objects.create(misc={"hello": {"hello2": "world"}})
assert 1 == self.Person.objects(misc__hello__hello2="world").count()
p = self.Person.objects.create(
misc={'hello': {'hello2': 'world'}}
)
self.assertEqual(1, self.Person.objects(misc__hello__hello2='world').count())
def test_complex_embedded_document_validation(self):
"""Ensure embedded dynamic documents may be validated"""
class Embedded(DynamicEmbeddedDocument):
content = URLField()
@ -211,29 +157,27 @@ class TestDynamicDocument(MongoDBTestCase):
Doc.drop_collection()
doc = Doc()
embedded_doc_1 = Embedded(content="http://mongoengine.org")
embedded_doc_1 = Embedded(content='http://mongoengine.org')
embedded_doc_1.validate()
embedded_doc_2 = Embedded(content="this is not a url")
with pytest.raises(ValidationError):
embedded_doc_2.validate()
embedded_doc_2 = Embedded(content='this is not a url')
self.assertRaises(ValidationError, embedded_doc_2.validate)
doc.embedded_field_1 = embedded_doc_1
doc.embedded_field_2 = embedded_doc_2
with pytest.raises(ValidationError):
doc.validate()
self.assertRaises(ValidationError, doc.validate)
def test_inheritance(self):
"""Ensure that dynamic document plays nice with inheritance"""
class Employee(self.Person):
salary = IntField()
Employee.drop_collection()
assert "name" in Employee._fields
assert "salary" in Employee._fields
assert Employee._get_collection_name() == self.Person._get_collection_name()
self.assertTrue('name' in Employee._fields)
self.assertTrue('salary' in Employee._fields)
self.assertEqual(Employee._get_collection_name(),
self.Person._get_collection_name())
joe_bloggs = Employee()
joe_bloggs.name = "Joe Bloggs"
@ -241,15 +185,14 @@ class TestDynamicDocument(MongoDBTestCase):
joe_bloggs.age = 20
joe_bloggs.save()
assert 1 == self.Person.objects(age=20).count()
assert 1 == Employee.objects(age=20).count()
self.assertEqual(1, self.Person.objects(age=20).count())
self.assertEqual(1, Employee.objects(age=20).count())
joe_bloggs = self.Person.objects.first()
assert isinstance(joe_bloggs, Employee)
self.assertTrue(isinstance(joe_bloggs, Employee))
def test_embedded_dynamic_document(self):
"""Test dynamic embedded documents"""
class Embedded(DynamicEmbeddedDocument):
pass
@ -260,33 +203,33 @@ class TestDynamicDocument(MongoDBTestCase):
doc = Doc()
embedded_1 = Embedded()
embedded_1.string_field = "hello"
embedded_1.string_field = 'hello'
embedded_1.int_field = 1
embedded_1.dict_field = {"hello": "world"}
embedded_1.list_field = ["1", 2, {"hello": "world"}]
embedded_1.dict_field = {'hello': 'world'}
embedded_1.list_field = ['1', 2, {'hello': 'world'}]
doc.embedded_field = embedded_1
assert doc.to_mongo() == {
self.assertEqual(doc.to_mongo(), {
"embedded_field": {
"_cls": "Embedded",
"string_field": "hello",
"int_field": 1,
"dict_field": {"hello": "world"},
"list_field": ["1", 2, {"hello": "world"}],
"list_field": ['1', 2, {'hello': 'world'}]
}
}
})
doc.save()
doc = Doc.objects.first()
assert doc.embedded_field.__class__ == Embedded
assert doc.embedded_field.string_field == "hello"
assert doc.embedded_field.int_field == 1
assert doc.embedded_field.dict_field == {"hello": "world"}
assert doc.embedded_field.list_field == ["1", 2, {"hello": "world"}]
self.assertEqual(doc.embedded_field.__class__, Embedded)
self.assertEqual(doc.embedded_field.string_field, "hello")
self.assertEqual(doc.embedded_field.int_field, 1)
self.assertEqual(doc.embedded_field.dict_field, {'hello': 'world'})
self.assertEqual(doc.embedded_field.list_field,
['1', 2, {'hello': 'world'}])
def test_complex_embedded_documents(self):
"""Test complex dynamic embedded documents setups"""
class Embedded(DynamicEmbeddedDocument):
pass
@ -297,54 +240,51 @@ class TestDynamicDocument(MongoDBTestCase):
doc = Doc()
embedded_1 = Embedded()
embedded_1.string_field = "hello"
embedded_1.string_field = 'hello'
embedded_1.int_field = 1
embedded_1.dict_field = {"hello": "world"}
embedded_1.dict_field = {'hello': 'world'}
embedded_2 = Embedded()
embedded_2.string_field = "hello"
embedded_2.string_field = 'hello'
embedded_2.int_field = 1
embedded_2.dict_field = {"hello": "world"}
embedded_2.list_field = ["1", 2, {"hello": "world"}]
embedded_2.dict_field = {'hello': 'world'}
embedded_2.list_field = ['1', 2, {'hello': 'world'}]
embedded_1.list_field = ["1", 2, embedded_2]
embedded_1.list_field = ['1', 2, embedded_2]
doc.embedded_field = embedded_1
assert doc.to_mongo() == {
self.assertEqual(doc.to_mongo(), {
"embedded_field": {
"_cls": "Embedded",
"string_field": "hello",
"int_field": 1,
"dict_field": {"hello": "world"},
"list_field": [
"1",
2,
{
"_cls": "Embedded",
"string_field": "hello",
"int_field": 1,
"dict_field": {"hello": "world"},
"list_field": ["1", 2, {"hello": "world"}],
},
],
"list_field": ['1', 2,
{"_cls": "Embedded",
"string_field": "hello",
"int_field": 1,
"dict_field": {"hello": "world"},
"list_field": ['1', 2, {'hello': 'world'}]}
]
}
}
})
doc.save()
doc = Doc.objects.first()
assert doc.embedded_field.__class__ == Embedded
assert doc.embedded_field.string_field == "hello"
assert doc.embedded_field.int_field == 1
assert doc.embedded_field.dict_field == {"hello": "world"}
assert doc.embedded_field.list_field[0] == "1"
assert doc.embedded_field.list_field[1] == 2
self.assertEqual(doc.embedded_field.__class__, Embedded)
self.assertEqual(doc.embedded_field.string_field, "hello")
self.assertEqual(doc.embedded_field.int_field, 1)
self.assertEqual(doc.embedded_field.dict_field, {'hello': 'world'})
self.assertEqual(doc.embedded_field.list_field[0], '1')
self.assertEqual(doc.embedded_field.list_field[1], 2)
embedded_field = doc.embedded_field.list_field[2]
assert embedded_field.__class__ == Embedded
assert embedded_field.string_field == "hello"
assert embedded_field.int_field == 1
assert embedded_field.dict_field == {"hello": "world"}
assert embedded_field.list_field == ["1", 2, {"hello": "world"}]
self.assertEqual(embedded_field.__class__, Embedded)
self.assertEqual(embedded_field.string_field, "hello")
self.assertEqual(embedded_field.int_field, 1)
self.assertEqual(embedded_field.dict_field, {'hello': 'world'})
self.assertEqual(embedded_field.list_field, ['1', 2,
{'hello': 'world'}])
def test_dynamic_and_embedded(self):
"""Ensure embedded documents play nicely"""
@ -363,18 +303,18 @@ class TestDynamicDocument(MongoDBTestCase):
person.address.city = "Lundenne"
person.save()
assert Person.objects.first().address.city == "Lundenne"
self.assertEqual(Person.objects.first().address.city, "Lundenne")
person = Person.objects.first()
person.address = Address(city="Londinium")
person.save()
assert Person.objects.first().address.city == "Londinium"
self.assertEqual(Person.objects.first().address.city, "Londinium")
person = Person.objects.first()
person.age = 35
person.save()
assert Person.objects.first().age == 35
self.assertEqual(Person.objects.first().age, 35)
def test_dynamic_embedded_works_with_only(self):
"""Ensure custom fieldnames on a dynamic embedded document are found by qs.only()"""
@ -387,15 +327,10 @@ class TestDynamicDocument(MongoDBTestCase):
Person.drop_collection()
Person(
name="Eric", address=Address(city="San Francisco", street_number="1337")
).save()
Person(name="Eric", address=Address(city="San Francisco", street_number="1337")).save()
assert Person.objects.first().address.street_number == "1337"
assert (
Person.objects.only("address__street_number").first().address.street_number
== "1337"
)
self.assertEqual(Person.objects.first().address.street_number, '1337')
self.assertEqual(Person.objects.only('address__street_number').first().address.street_number, '1337')
def test_dynamic_and_embedded_dict_access(self):
"""Ensure embedded dynamic documents work with dict[] style access"""
@ -419,21 +354,20 @@ class TestDynamicDocument(MongoDBTestCase):
person["address"]["city"] = "Lundenne"
person.save()
assert Person.objects.first().address.city == "Lundenne"
self.assertEqual(Person.objects.first().address.city, "Lundenne")
assert Person.objects.first().phone == "555-1212"
self.assertEqual(Person.objects.first().phone, "555-1212")
person = Person.objects.first()
person.address = Address(city="Londinium")
person.save()
assert Person.objects.first().address.city == "Londinium"
self.assertEqual(Person.objects.first().address.city, "Londinium")
person = Person.objects.first()
person["age"] = 35
person.save()
assert Person.objects.first().age == 35
self.assertEqual(Person.objects.first().age, 35)
if __name__ == "__main__":
if __name__ == '__main__':
unittest.main()

1020
tests/document/indexes.py Normal file

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View File

@ -0,0 +1,512 @@
# -*- coding: utf-8 -*-
import unittest
import warnings
from datetime import datetime
from tests.fixtures import Base
from mongoengine import Document, EmbeddedDocument, connect
from mongoengine.connection import get_db
from mongoengine.fields import (BooleanField, GenericReferenceField,
IntField, StringField)
__all__ = ('InheritanceTest', )
class InheritanceTest(unittest.TestCase):
def setUp(self):
connect(db='mongoenginetest')
self.db = get_db()
def tearDown(self):
for collection in self.db.collection_names():
if 'system.' in collection:
continue
self.db.drop_collection(collection)
def test_superclasses(self):
"""Ensure that the correct list of superclasses is assembled.
"""
class Animal(Document):
meta = {'allow_inheritance': True}
class Fish(Animal): pass
class Guppy(Fish): pass
class Mammal(Animal): pass
class Dog(Mammal): pass
class Human(Mammal): pass
self.assertEqual(Animal._superclasses, ())
self.assertEqual(Fish._superclasses, ('Animal',))
self.assertEqual(Guppy._superclasses, ('Animal', 'Animal.Fish'))
self.assertEqual(Mammal._superclasses, ('Animal',))
self.assertEqual(Dog._superclasses, ('Animal', 'Animal.Mammal'))
self.assertEqual(Human._superclasses, ('Animal', 'Animal.Mammal'))
def test_external_superclasses(self):
"""Ensure that the correct list of super classes is assembled when
importing part of the model.
"""
class Animal(Base): pass
class Fish(Animal): pass
class Guppy(Fish): pass
class Mammal(Animal): pass
class Dog(Mammal): pass
class Human(Mammal): pass
self.assertEqual(Animal._superclasses, ('Base', ))
self.assertEqual(Fish._superclasses, ('Base', 'Base.Animal',))
self.assertEqual(Guppy._superclasses, ('Base', 'Base.Animal',
'Base.Animal.Fish'))
self.assertEqual(Mammal._superclasses, ('Base', 'Base.Animal',))
self.assertEqual(Dog._superclasses, ('Base', 'Base.Animal',
'Base.Animal.Mammal'))
self.assertEqual(Human._superclasses, ('Base', 'Base.Animal',
'Base.Animal.Mammal'))
def test_subclasses(self):
"""Ensure that the correct list of _subclasses (subclasses) is
assembled.
"""
class Animal(Document):
meta = {'allow_inheritance': True}
class Fish(Animal): pass
class Guppy(Fish): pass
class Mammal(Animal): pass
class Dog(Mammal): pass
class Human(Mammal): pass
self.assertEqual(Animal._subclasses, ('Animal',
'Animal.Fish',
'Animal.Fish.Guppy',
'Animal.Mammal',
'Animal.Mammal.Dog',
'Animal.Mammal.Human'))
self.assertEqual(Fish._subclasses, ('Animal.Fish',
'Animal.Fish.Guppy',))
self.assertEqual(Guppy._subclasses, ('Animal.Fish.Guppy',))
self.assertEqual(Mammal._subclasses, ('Animal.Mammal',
'Animal.Mammal.Dog',
'Animal.Mammal.Human'))
self.assertEqual(Human._subclasses, ('Animal.Mammal.Human',))
def test_external_subclasses(self):
"""Ensure that the correct list of _subclasses (subclasses) is
assembled when importing part of the model.
"""
class Animal(Base): pass
class Fish(Animal): pass
class Guppy(Fish): pass
class Mammal(Animal): pass
class Dog(Mammal): pass
class Human(Mammal): pass
self.assertEqual(Animal._subclasses, ('Base.Animal',
'Base.Animal.Fish',
'Base.Animal.Fish.Guppy',
'Base.Animal.Mammal',
'Base.Animal.Mammal.Dog',
'Base.Animal.Mammal.Human'))
self.assertEqual(Fish._subclasses, ('Base.Animal.Fish',
'Base.Animal.Fish.Guppy',))
self.assertEqual(Guppy._subclasses, ('Base.Animal.Fish.Guppy',))
self.assertEqual(Mammal._subclasses, ('Base.Animal.Mammal',
'Base.Animal.Mammal.Dog',
'Base.Animal.Mammal.Human'))
self.assertEqual(Human._subclasses, ('Base.Animal.Mammal.Human',))
def test_dynamic_declarations(self):
"""Test that declaring an extra class updates meta data"""
class Animal(Document):
meta = {'allow_inheritance': True}
self.assertEqual(Animal._superclasses, ())
self.assertEqual(Animal._subclasses, ('Animal',))
# Test dynamically adding a class changes the meta data
class Fish(Animal):
pass
self.assertEqual(Animal._superclasses, ())
self.assertEqual(Animal._subclasses, ('Animal', 'Animal.Fish'))
self.assertEqual(Fish._superclasses, ('Animal', ))
self.assertEqual(Fish._subclasses, ('Animal.Fish',))
# Test dynamically adding an inherited class changes the meta data
class Pike(Fish):
pass
self.assertEqual(Animal._superclasses, ())
self.assertEqual(Animal._subclasses, ('Animal', 'Animal.Fish',
'Animal.Fish.Pike'))
self.assertEqual(Fish._superclasses, ('Animal', ))
self.assertEqual(Fish._subclasses, ('Animal.Fish', 'Animal.Fish.Pike'))
self.assertEqual(Pike._superclasses, ('Animal', 'Animal.Fish'))
self.assertEqual(Pike._subclasses, ('Animal.Fish.Pike',))
def test_inheritance_meta_data(self):
"""Ensure that document may inherit fields from a superclass document.
"""
class Person(Document):
name = StringField()
age = IntField()
meta = {'allow_inheritance': True}
class Employee(Person):
salary = IntField()
self.assertEqual(['_cls', 'age', 'id', 'name', 'salary'],
sorted(Employee._fields.keys()))
self.assertEqual(Employee._get_collection_name(),
Person._get_collection_name())
def test_inheritance_to_mongo_keys(self):
"""Ensure that document may inherit fields from a superclass document.
"""
class Person(Document):
name = StringField()
age = IntField()
meta = {'allow_inheritance': True}
class Employee(Person):
salary = IntField()
self.assertEqual(['_cls', 'age', 'id', 'name', 'salary'],
sorted(Employee._fields.keys()))
self.assertEqual(Person(name="Bob", age=35).to_mongo().keys(),
['_cls', 'name', 'age'])
self.assertEqual(Employee(name="Bob", age=35, salary=0).to_mongo().keys(),
['_cls', 'name', 'age', 'salary'])
self.assertEqual(Employee._get_collection_name(),
Person._get_collection_name())
def test_indexes_and_multiple_inheritance(self):
""" Ensure that all of the indexes are created for a document with
multiple inheritance.
"""
class A(Document):
a = StringField()
meta = {
'allow_inheritance': True,
'indexes': ['a']
}
class B(Document):
b = StringField()
meta = {
'allow_inheritance': True,
'indexes': ['b']
}
class C(A, B):
pass
A.drop_collection()
B.drop_collection()
C.drop_collection()
C.ensure_indexes()
self.assertEqual(
sorted([idx['key'] for idx in C._get_collection().index_information().values()]),
sorted([[(u'_cls', 1), (u'b', 1)], [(u'_id', 1)], [(u'_cls', 1), (u'a', 1)]])
)
def test_polymorphic_queries(self):
"""Ensure that the correct subclasses are returned from a query
"""
class Animal(Document):
meta = {'allow_inheritance': True}
class Fish(Animal): pass
class Mammal(Animal): pass
class Dog(Mammal): pass
class Human(Mammal): pass
Animal.drop_collection()
Animal().save()
Fish().save()
Mammal().save()
Dog().save()
Human().save()
classes = [obj.__class__ for obj in Animal.objects]
self.assertEqual(classes, [Animal, Fish, Mammal, Dog, Human])
classes = [obj.__class__ for obj in Mammal.objects]
self.assertEqual(classes, [Mammal, Dog, Human])
classes = [obj.__class__ for obj in Human.objects]
self.assertEqual(classes, [Human])
def test_allow_inheritance(self):
"""Ensure that inheritance is disabled by default on simple
classes and that _cls will not be used.
"""
class Animal(Document):
name = StringField()
# can't inherit because Animal didn't explicitly allow inheritance
with self.assertRaises(ValueError):
class Dog(Animal):
pass
# Check that _cls etc aren't present on simple documents
dog = Animal(name='dog').save()
self.assertEqual(dog.to_mongo().keys(), ['_id', 'name'])
collection = self.db[Animal._get_collection_name()]
obj = collection.find_one()
self.assertFalse('_cls' in obj)
def test_cant_turn_off_inheritance_on_subclass(self):
"""Ensure if inheritance is on in a subclass you cant turn it off.
"""
class Animal(Document):
name = StringField()
meta = {'allow_inheritance': True}
with self.assertRaises(ValueError):
class Mammal(Animal):
meta = {'allow_inheritance': False}
def test_allow_inheritance_abstract_document(self):
"""Ensure that abstract documents can set inheritance rules and that
_cls will not be used.
"""
class FinalDocument(Document):
meta = {'abstract': True,
'allow_inheritance': False}
class Animal(FinalDocument):
name = StringField()
with self.assertRaises(ValueError):
class Mammal(Animal):
pass
# Check that _cls isn't present in simple documents
doc = Animal(name='dog')
self.assertFalse('_cls' in doc.to_mongo())
def test_abstract_handle_ids_in_metaclass_properly(self):
class City(Document):
continent = StringField()
meta = {'abstract': True,
'allow_inheritance': False}
class EuropeanCity(City):
name = StringField()
berlin = EuropeanCity(name='Berlin', continent='Europe')
self.assertEqual(len(berlin._db_field_map), len(berlin._fields_ordered))
self.assertEqual(len(berlin._reverse_db_field_map), len(berlin._fields_ordered))
self.assertEqual(len(berlin._fields_ordered), 3)
self.assertEqual(berlin._fields_ordered[0], 'id')
def test_auto_id_not_set_if_specific_in_parent_class(self):
class City(Document):
continent = StringField()
city_id = IntField(primary_key=True)
meta = {'abstract': True,
'allow_inheritance': False}
class EuropeanCity(City):
name = StringField()
berlin = EuropeanCity(name='Berlin', continent='Europe')
self.assertEqual(len(berlin._db_field_map), len(berlin._fields_ordered))
self.assertEqual(len(berlin._reverse_db_field_map), len(berlin._fields_ordered))
self.assertEqual(len(berlin._fields_ordered), 3)
self.assertEqual(berlin._fields_ordered[0], 'city_id')
def test_auto_id_vs_non_pk_id_field(self):
class City(Document):
continent = StringField()
id = IntField()
meta = {'abstract': True,
'allow_inheritance': False}
class EuropeanCity(City):
name = StringField()
berlin = EuropeanCity(name='Berlin', continent='Europe')
self.assertEqual(len(berlin._db_field_map), len(berlin._fields_ordered))
self.assertEqual(len(berlin._reverse_db_field_map), len(berlin._fields_ordered))
self.assertEqual(len(berlin._fields_ordered), 4)
self.assertEqual(berlin._fields_ordered[0], 'auto_id_0')
berlin.save()
self.assertEqual(berlin.pk, berlin.auto_id_0)
def test_abstract_document_creation_does_not_fail(self):
class City(Document):
continent = StringField()
meta = {'abstract': True,
'allow_inheritance': False}
bkk = City(continent='asia')
self.assertEqual(None, bkk.pk)
# TODO: expected error? Shouldn't we create a new error type?
with self.assertRaises(KeyError):
setattr(bkk, 'pk', 1)
def test_allow_inheritance_embedded_document(self):
"""Ensure embedded documents respect inheritance."""
class Comment(EmbeddedDocument):
content = StringField()
with self.assertRaises(ValueError):
class SpecialComment(Comment):
pass
doc = Comment(content='test')
self.assertFalse('_cls' in doc.to_mongo())
class Comment(EmbeddedDocument):
content = StringField()
meta = {'allow_inheritance': True}
doc = Comment(content='test')
self.assertTrue('_cls' in doc.to_mongo())
def test_document_inheritance(self):
"""Ensure mutliple inheritance of abstract documents
"""
class DateCreatedDocument(Document):
meta = {
'allow_inheritance': True,
'abstract': True,
}
class DateUpdatedDocument(Document):
meta = {
'allow_inheritance': True,
'abstract': True,
}
try:
class MyDocument(DateCreatedDocument, DateUpdatedDocument):
pass
except Exception:
self.assertTrue(False, "Couldn't create MyDocument class")
def test_abstract_documents(self):
"""Ensure that a document superclass can be marked as abstract
thereby not using it as the name for the collection."""
defaults = {'index_background': True,
'index_drop_dups': True,
'index_opts': {'hello': 'world'},
'allow_inheritance': True,
'queryset_class': 'QuerySet',
'db_alias': 'myDB',
'shard_key': ('hello', 'world')}
meta_settings = {'abstract': True}
meta_settings.update(defaults)
class Animal(Document):
name = StringField()
meta = meta_settings
class Fish(Animal): pass
class Guppy(Fish): pass
class Mammal(Animal):
meta = {'abstract': True}
class Human(Mammal): pass
for k, v in defaults.iteritems():
for cls in [Animal, Fish, Guppy]:
self.assertEqual(cls._meta[k], v)
self.assertFalse('collection' in Animal._meta)
self.assertFalse('collection' in Mammal._meta)
self.assertEqual(Animal._get_collection_name(), None)
self.assertEqual(Mammal._get_collection_name(), None)
self.assertEqual(Fish._get_collection_name(), 'fish')
self.assertEqual(Guppy._get_collection_name(), 'fish')
self.assertEqual(Human._get_collection_name(), 'human')
# ensure that a subclass of a non-abstract class can't be abstract
with self.assertRaises(ValueError):
class EvilHuman(Human):
evil = BooleanField(default=True)
meta = {'abstract': True}
def test_abstract_embedded_documents(self):
# 789: EmbeddedDocument shouldn't inherit abstract
class A(EmbeddedDocument):
meta = {"abstract": True}
class B(A):
pass
self.assertFalse(B._meta["abstract"])
def test_inherited_collections(self):
"""Ensure that subclassed documents don't override parents'
collections
"""
class Drink(Document):
name = StringField()
meta = {'allow_inheritance': True}
class Drinker(Document):
drink = GenericReferenceField()
try:
warnings.simplefilter("error")
class AcloholicDrink(Drink):
meta = {'collection': 'booze'}
except SyntaxWarning:
warnings.simplefilter("ignore")
class AlcoholicDrink(Drink):
meta = {'collection': 'booze'}
else:
raise AssertionError("SyntaxWarning should be triggered")
warnings.resetwarnings()
Drink.drop_collection()
AlcoholicDrink.drop_collection()
Drinker.drop_collection()
red_bull = Drink(name='Red Bull')
red_bull.save()
programmer = Drinker(drink=red_bull)
programmer.save()
beer = AlcoholicDrink(name='Beer')
beer.save()
real_person = Drinker(drink=beer)
real_person.save()
self.assertEqual(Drinker.objects[0].drink.name, red_bull.name)
self.assertEqual(Drinker.objects[1].drink.name, beer.name)
if __name__ == '__main__':
unittest.main()

3154
tests/document/instance.py Normal file

File diff suppressed because it is too large Load Diff

View File

@ -1,14 +1,22 @@
import unittest
import uuid
from datetime import datetime
from nose.plugins.skip import SkipTest
from datetime import datetime
from bson import ObjectId
import pymongo
from mongoengine import *
from tests.utils import MongoDBTestCase
__all__ = ("TestJson",)
class TestJson(MongoDBTestCase):
class TestJson(unittest.TestCase):
def setUp(self):
connect(db='mongoenginetest')
def test_json_names(self):
"""
Going to test reported issue:
@ -17,24 +25,22 @@ class TestJson(MongoDBTestCase):
a to_json with the original class names and not the abreviated
mongodb document keys
"""
class Embedded(EmbeddedDocument):
string = StringField(db_field="s")
string = StringField(db_field='s')
class Doc(Document):
string = StringField(db_field="s")
embedded = EmbeddedDocumentField(Embedded, db_field="e")
string = StringField(db_field='s')
embedded = EmbeddedDocumentField(Embedded, db_field='e')
doc = Doc(string="Hello", embedded=Embedded(string="Inner Hello"))
doc_json = doc.to_json(
sort_keys=True, use_db_field=False, separators=(",", ":")
)
doc = Doc( string="Hello", embedded=Embedded(string="Inner Hello"))
doc_json = doc.to_json(sort_keys=True, use_db_field=False,separators=(',', ':'))
expected_json = """{"embedded":{"string":"Inner Hello"},"string":"Hello"}"""
assert doc_json == expected_json
self.assertEqual( doc_json, expected_json)
def test_json_simple(self):
class Embedded(EmbeddedDocument):
string = StringField()
@ -43,20 +49,22 @@ class TestJson(MongoDBTestCase):
embedded_field = EmbeddedDocumentField(Embedded)
def __eq__(self, other):
return (
self.string == other.string
and self.embedded_field == other.embedded_field
)
return (self.string == other.string and
self.embedded_field == other.embedded_field)
doc = Doc(string="Hi", embedded_field=Embedded(string="Hi"))
doc_json = doc.to_json(sort_keys=True, separators=(",", ":"))
doc_json = doc.to_json(sort_keys=True, separators=(',', ':'))
expected_json = """{"embedded_field":{"string":"Hi"},"string":"Hi"}"""
assert doc_json == expected_json
self.assertEqual(doc_json, expected_json)
assert doc == Doc.from_json(doc.to_json())
self.assertEqual(doc, Doc.from_json(doc.to_json()))
def test_json_complex(self):
if pymongo.version_tuple[0] <= 2 and pymongo.version_tuple[1] <= 3:
raise SkipTest("Need pymongo 2.4 as has a fix for DBRefs")
class EmbeddedDoc(EmbeddedDocument):
pass
@ -64,43 +72,41 @@ class TestJson(MongoDBTestCase):
pass
class Doc(Document):
string_field = StringField(default="1")
string_field = StringField(default='1')
int_field = IntField(default=1)
float_field = FloatField(default=1.1)
boolean_field = BooleanField(default=True)
datetime_field = DateTimeField(default=datetime.now)
embedded_document_field = EmbeddedDocumentField(
EmbeddedDoc, default=lambda: EmbeddedDoc()
)
embedded_document_field = EmbeddedDocumentField(EmbeddedDoc,
default=lambda: EmbeddedDoc())
list_field = ListField(default=lambda: [1, 2, 3])
dict_field = DictField(default=lambda: {"hello": "world"})
objectid_field = ObjectIdField(default=ObjectId)
reference_field = ReferenceField(Simple, default=lambda: Simple().save())
reference_field = ReferenceField(Simple, default=lambda:
Simple().save())
map_field = MapField(IntField(), default=lambda: {"simple": 1})
decimal_field = DecimalField(default=1.0)
complex_datetime_field = ComplexDateTimeField(default=datetime.now)
url_field = URLField(default="http://mongoengine.org")
dynamic_field = DynamicField(default=1)
generic_reference_field = GenericReferenceField(
default=lambda: Simple().save()
)
sorted_list_field = SortedListField(IntField(), default=lambda: [1, 2, 3])
default=lambda: Simple().save())
sorted_list_field = SortedListField(IntField(),
default=lambda: [1, 2, 3])
email_field = EmailField(default="ross@example.com")
geo_point_field = GeoPointField(default=lambda: [1, 2])
sequence_field = SequenceField()
uuid_field = UUIDField(default=uuid.uuid4)
generic_embedded_document_field = GenericEmbeddedDocumentField(
default=lambda: EmbeddedDoc()
)
default=lambda: EmbeddedDoc())
def __eq__(self, other):
import json
return json.loads(self.to_json()) == json.loads(other.to_json())
doc = Doc()
assert doc == Doc.from_json(doc.to_json())
self.assertEqual(doc, Doc.from_json(doc.to_json()))
if __name__ == "__main__":
if __name__ == '__main__':
unittest.main()

View File

@ -1,349 +0,0 @@
import unittest
from mongoengine import *
from mongoengine.connection import get_db
from mongoengine.pymongo_support import list_collection_names
from mongoengine.queryset import NULLIFY, PULL
class TestClassMethods(unittest.TestCase):
def setUp(self):
connect(db="mongoenginetest")
self.db = get_db()
class Person(Document):
name = StringField()
age = IntField()
non_field = True
meta = {"allow_inheritance": True}
self.Person = Person
def tearDown(self):
for collection in list_collection_names(self.db):
self.db.drop_collection(collection)
def test_definition(self):
"""Ensure that document may be defined using fields."""
assert ["_cls", "age", "id", "name"] == sorted(self.Person._fields.keys())
assert ["IntField", "ObjectIdField", "StringField", "StringField"] == sorted(
x.__class__.__name__ for x in self.Person._fields.values()
)
def test_get_db(self):
"""Ensure that get_db returns the expected db."""
db = self.Person._get_db()
assert self.db == db
def test_get_collection_name(self):
"""Ensure that get_collection_name returns the expected collection
name.
"""
collection_name = "person"
assert collection_name == self.Person._get_collection_name()
def test_get_collection(self):
"""Ensure that get_collection returns the expected collection."""
collection_name = "person"
collection = self.Person._get_collection()
assert self.db[collection_name] == collection
def test_drop_collection(self):
"""Ensure that the collection may be dropped from the database."""
collection_name = "person"
self.Person(name="Test").save()
assert collection_name in list_collection_names(self.db)
self.Person.drop_collection()
assert collection_name not in list_collection_names(self.db)
def test_register_delete_rule(self):
"""Ensure that register delete rule adds a delete rule to the document
meta.
"""
class Job(Document):
employee = ReferenceField(self.Person)
assert self.Person._meta.get("delete_rules") is None
self.Person.register_delete_rule(Job, "employee", NULLIFY)
assert self.Person._meta["delete_rules"] == {(Job, "employee"): NULLIFY}
def test_compare_indexes(self):
"""Ensure that the indexes are properly created and that
compare_indexes identifies the missing/extra indexes
"""
class BlogPost(Document):
author = StringField()
title = StringField()
description = StringField()
tags = StringField()
meta = {"indexes": [("author", "title")]}
BlogPost.drop_collection()
BlogPost.ensure_indexes()
assert BlogPost.compare_indexes() == {"missing": [], "extra": []}
BlogPost.ensure_index(["author", "description"])
assert BlogPost.compare_indexes() == {
"missing": [],
"extra": [[("author", 1), ("description", 1)]],
}
BlogPost._get_collection().drop_index("author_1_description_1")
assert BlogPost.compare_indexes() == {"missing": [], "extra": []}
BlogPost._get_collection().drop_index("author_1_title_1")
assert BlogPost.compare_indexes() == {
"missing": [[("author", 1), ("title", 1)]],
"extra": [],
}
def test_compare_indexes_inheritance(self):
"""Ensure that the indexes are properly created and that
compare_indexes identifies the missing/extra indexes for subclassed
documents (_cls included)
"""
class BlogPost(Document):
author = StringField()
title = StringField()
description = StringField()
meta = {"allow_inheritance": True}
class BlogPostWithTags(BlogPost):
tags = StringField()
tag_list = ListField(StringField())
meta = {"indexes": [("author", "tags")]}
BlogPost.drop_collection()
BlogPost.ensure_indexes()
BlogPostWithTags.ensure_indexes()
assert BlogPost.compare_indexes() == {"missing": [], "extra": []}
BlogPostWithTags.ensure_index(["author", "tag_list"])
assert BlogPost.compare_indexes() == {
"missing": [],
"extra": [[("_cls", 1), ("author", 1), ("tag_list", 1)]],
}
BlogPostWithTags._get_collection().drop_index("_cls_1_author_1_tag_list_1")
assert BlogPost.compare_indexes() == {"missing": [], "extra": []}
BlogPostWithTags._get_collection().drop_index("_cls_1_author_1_tags_1")
assert BlogPost.compare_indexes() == {
"missing": [[("_cls", 1), ("author", 1), ("tags", 1)]],
"extra": [],
}
def test_compare_indexes_multiple_subclasses(self):
"""Ensure that compare_indexes behaves correctly if called from a
class, which base class has multiple subclasses
"""
class BlogPost(Document):
author = StringField()
title = StringField()
description = StringField()
meta = {"allow_inheritance": True}
class BlogPostWithTags(BlogPost):
tags = StringField()
tag_list = ListField(StringField())
meta = {"indexes": [("author", "tags")]}
class BlogPostWithCustomField(BlogPost):
custom = DictField()
meta = {"indexes": [("author", "custom")]}
BlogPost.ensure_indexes()
BlogPostWithTags.ensure_indexes()
BlogPostWithCustomField.ensure_indexes()
assert BlogPost.compare_indexes() == {"missing": [], "extra": []}
assert BlogPostWithTags.compare_indexes() == {"missing": [], "extra": []}
assert BlogPostWithCustomField.compare_indexes() == {"missing": [], "extra": []}
def test_compare_indexes_for_text_indexes(self):
"""Ensure that compare_indexes behaves correctly for text indexes"""
class Doc(Document):
a = StringField()
b = StringField()
meta = {
"indexes": [
{
"fields": ["$a", "$b"],
"default_language": "english",
"weights": {"a": 10, "b": 2},
}
]
}
Doc.drop_collection()
Doc.ensure_indexes()
actual = Doc.compare_indexes()
expected = {"missing": [], "extra": []}
assert actual == expected
def test_list_indexes_inheritance(self):
"""ensure that all of the indexes are listed regardless of the super-
or sub-class that we call it from
"""
class BlogPost(Document):
author = StringField()
title = StringField()
description = StringField()
meta = {"allow_inheritance": True}
class BlogPostWithTags(BlogPost):
tags = StringField()
meta = {"indexes": [("author", "tags")]}
class BlogPostWithTagsAndExtraText(BlogPostWithTags):
extra_text = StringField()
meta = {"indexes": [("author", "tags", "extra_text")]}
BlogPost.drop_collection()
BlogPost.ensure_indexes()
BlogPostWithTags.ensure_indexes()
BlogPostWithTagsAndExtraText.ensure_indexes()
assert BlogPost.list_indexes() == BlogPostWithTags.list_indexes()
assert BlogPost.list_indexes() == BlogPostWithTagsAndExtraText.list_indexes()
assert BlogPost.list_indexes() == [
[("_cls", 1), ("author", 1), ("tags", 1)],
[("_cls", 1), ("author", 1), ("tags", 1), ("extra_text", 1)],
[("_id", 1)],
[("_cls", 1)],
]
def test_register_delete_rule_inherited(self):
class Vaccine(Document):
name = StringField(required=True)
meta = {"indexes": ["name"]}
class Animal(Document):
family = StringField(required=True)
vaccine_made = ListField(
ReferenceField("Vaccine", reverse_delete_rule=PULL)
)
meta = {"allow_inheritance": True, "indexes": ["family"]}
class Cat(Animal):
name = StringField(required=True)
assert Vaccine._meta["delete_rules"][(Animal, "vaccine_made")] == PULL
assert Vaccine._meta["delete_rules"][(Cat, "vaccine_made")] == PULL
def test_collection_naming(self):
"""Ensure that a collection with a specified name may be used."""
class DefaultNamingTest(Document):
pass
assert "default_naming_test" == DefaultNamingTest._get_collection_name()
class CustomNamingTest(Document):
meta = {"collection": "pimp_my_collection"}
assert "pimp_my_collection" == CustomNamingTest._get_collection_name()
class DynamicNamingTest(Document):
meta = {"collection": lambda c: "DYNAMO"}
assert "DYNAMO" == DynamicNamingTest._get_collection_name()
# Use Abstract class to handle backwards compatibility
class BaseDocument(Document):
meta = {"abstract": True, "collection": lambda c: c.__name__.lower()}
class OldNamingConvention(BaseDocument):
pass
assert "oldnamingconvention" == OldNamingConvention._get_collection_name()
class InheritedAbstractNamingTest(BaseDocument):
meta = {"collection": "wibble"}
assert "wibble" == InheritedAbstractNamingTest._get_collection_name()
# Mixin tests
class BaseMixin:
meta = {"collection": lambda c: c.__name__.lower()}
class OldMixinNamingConvention(Document, BaseMixin):
pass
assert (
"oldmixinnamingconvention"
== OldMixinNamingConvention._get_collection_name()
)
class BaseMixin:
meta = {"collection": lambda c: c.__name__.lower()}
class BaseDocument(Document, BaseMixin):
meta = {"allow_inheritance": True}
class MyDocument(BaseDocument):
pass
assert "basedocument" == MyDocument._get_collection_name()
def test_custom_collection_name_operations(self):
"""Ensure that a collection with a specified name is used as expected."""
collection_name = "personCollTest"
class Person(Document):
name = StringField()
meta = {"collection": collection_name}
Person(name="Test User").save()
assert collection_name in list_collection_names(self.db)
user_obj = self.db[collection_name].find_one()
assert user_obj["name"] == "Test User"
user_obj = Person.objects[0]
assert user_obj.name == "Test User"
Person.drop_collection()
assert collection_name not in list_collection_names(self.db)
def test_collection_name_and_primary(self):
"""Ensure that a collection with a specified name may be used."""
class Person(Document):
name = StringField(primary_key=True)
meta = {"collection": "app"}
Person(name="Test User").save()
user_obj = Person.objects.first()
assert user_obj.name == "Test User"
Person.drop_collection()
if __name__ == "__main__":
unittest.main()

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@ -1,957 +0,0 @@
import unittest
from bson import SON
from mongoengine import *
from mongoengine.pymongo_support import list_collection_names
from tests.utils import MongoDBTestCase
class TestDelta(MongoDBTestCase):
def setUp(self):
super().setUp()
class Person(Document):
name = StringField()
age = IntField()
non_field = True
meta = {"allow_inheritance": True}
self.Person = Person
def tearDown(self):
for collection in list_collection_names(self.db):
self.db.drop_collection(collection)
def test_delta(self):
self.delta(Document)
self.delta(DynamicDocument)
@staticmethod
def delta(DocClass):
class Doc(DocClass):
string_field = StringField()
int_field = IntField()
dict_field = DictField()
list_field = ListField()
Doc.drop_collection()
doc = Doc()
doc.save()
doc = Doc.objects.first()
assert doc._get_changed_fields() == []
assert doc._delta() == ({}, {})
doc.string_field = "hello"
assert doc._get_changed_fields() == ["string_field"]
assert doc._delta() == ({"string_field": "hello"}, {})
doc._changed_fields = []
doc.int_field = 1
assert doc._get_changed_fields() == ["int_field"]
assert doc._delta() == ({"int_field": 1}, {})
doc._changed_fields = []
dict_value = {"hello": "world", "ping": "pong"}
doc.dict_field = dict_value
assert doc._get_changed_fields() == ["dict_field"]
assert doc._delta() == ({"dict_field": dict_value}, {})
doc._changed_fields = []
list_value = ["1", 2, {"hello": "world"}]
doc.list_field = list_value
assert doc._get_changed_fields() == ["list_field"]
assert doc._delta() == ({"list_field": list_value}, {})
# Test unsetting
doc._changed_fields = []
doc.dict_field = {}
assert doc._get_changed_fields() == ["dict_field"]
assert doc._delta() == ({}, {"dict_field": 1})
doc._changed_fields = []
doc.list_field = []
assert doc._get_changed_fields() == ["list_field"]
assert doc._delta() == ({}, {"list_field": 1})
def test_delta_recursive(self):
self.delta_recursive(Document, EmbeddedDocument)
self.delta_recursive(DynamicDocument, EmbeddedDocument)
self.delta_recursive(Document, DynamicEmbeddedDocument)
self.delta_recursive(DynamicDocument, DynamicEmbeddedDocument)
def delta_recursive(self, DocClass, EmbeddedClass):
class Embedded(EmbeddedClass):
id = StringField()
string_field = StringField()
int_field = IntField()
dict_field = DictField()
list_field = ListField()
class Doc(DocClass):
string_field = StringField()
int_field = IntField()
dict_field = DictField()
list_field = ListField()
embedded_field = EmbeddedDocumentField(Embedded)
Doc.drop_collection()
doc = Doc()
doc.save()
doc = Doc.objects.first()
assert doc._get_changed_fields() == []
assert doc._delta() == ({}, {})
embedded_1 = Embedded()
embedded_1.id = "010101"
embedded_1.string_field = "hello"
embedded_1.int_field = 1
embedded_1.dict_field = {"hello": "world"}
embedded_1.list_field = ["1", 2, {"hello": "world"}]
doc.embedded_field = embedded_1
assert doc._get_changed_fields() == ["embedded_field"]
embedded_delta = {
"id": "010101",
"string_field": "hello",
"int_field": 1,
"dict_field": {"hello": "world"},
"list_field": ["1", 2, {"hello": "world"}],
}
assert doc.embedded_field._delta() == (embedded_delta, {})
assert doc._delta() == ({"embedded_field": embedded_delta}, {})
doc.save()
doc = doc.reload(10)
doc.embedded_field.dict_field = {}
assert doc._get_changed_fields() == ["embedded_field.dict_field"]
assert doc.embedded_field._delta() == ({}, {"dict_field": 1})
assert doc._delta() == ({}, {"embedded_field.dict_field": 1})
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.dict_field == {}
doc.embedded_field.list_field = []
assert doc._get_changed_fields() == ["embedded_field.list_field"]
assert doc.embedded_field._delta() == ({}, {"list_field": 1})
assert doc._delta() == ({}, {"embedded_field.list_field": 1})
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.list_field == []
embedded_2 = Embedded()
embedded_2.string_field = "hello"
embedded_2.int_field = 1
embedded_2.dict_field = {"hello": "world"}
embedded_2.list_field = ["1", 2, {"hello": "world"}]
doc.embedded_field.list_field = ["1", 2, embedded_2]
assert doc._get_changed_fields() == ["embedded_field.list_field"]
assert doc.embedded_field._delta() == (
{
"list_field": [
"1",
2,
{
"_cls": "Embedded",
"string_field": "hello",
"dict_field": {"hello": "world"},
"int_field": 1,
"list_field": ["1", 2, {"hello": "world"}],
},
]
},
{},
)
assert doc._delta() == (
{
"embedded_field.list_field": [
"1",
2,
{
"_cls": "Embedded",
"string_field": "hello",
"dict_field": {"hello": "world"},
"int_field": 1,
"list_field": ["1", 2, {"hello": "world"}],
},
]
},
{},
)
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.list_field[0] == "1"
assert doc.embedded_field.list_field[1] == 2
for k in doc.embedded_field.list_field[2]._fields:
assert doc.embedded_field.list_field[2][k] == embedded_2[k]
doc.embedded_field.list_field[2].string_field = "world"
assert doc._get_changed_fields() == ["embedded_field.list_field.2.string_field"]
assert doc.embedded_field._delta() == (
{"list_field.2.string_field": "world"},
{},
)
assert doc._delta() == (
{"embedded_field.list_field.2.string_field": "world"},
{},
)
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.list_field[2].string_field == "world"
# Test multiple assignments
doc.embedded_field.list_field[2].string_field = "hello world"
doc.embedded_field.list_field[2] = doc.embedded_field.list_field[2]
assert doc._get_changed_fields() == ["embedded_field.list_field.2"]
assert doc.embedded_field._delta() == (
{
"list_field.2": {
"_cls": "Embedded",
"string_field": "hello world",
"int_field": 1,
"list_field": ["1", 2, {"hello": "world"}],
"dict_field": {"hello": "world"},
}
},
{},
)
assert doc._delta() == (
{
"embedded_field.list_field.2": {
"_cls": "Embedded",
"string_field": "hello world",
"int_field": 1,
"list_field": ["1", 2, {"hello": "world"}],
"dict_field": {"hello": "world"},
}
},
{},
)
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.list_field[2].string_field == "hello world"
# Test list native methods
doc.embedded_field.list_field[2].list_field.pop(0)
assert doc._delta() == (
{"embedded_field.list_field.2.list_field": [2, {"hello": "world"}]},
{},
)
doc.save()
doc = doc.reload(10)
doc.embedded_field.list_field[2].list_field.append(1)
assert doc._delta() == (
{"embedded_field.list_field.2.list_field": [2, {"hello": "world"}, 1]},
{},
)
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.list_field[2].list_field == [2, {"hello": "world"}, 1]
doc.embedded_field.list_field[2].list_field.sort(key=str)
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.list_field[2].list_field == [1, 2, {"hello": "world"}]
del doc.embedded_field.list_field[2].list_field[2]["hello"]
assert doc._delta() == (
{},
{"embedded_field.list_field.2.list_field.2.hello": 1},
)
doc.save()
doc = doc.reload(10)
del doc.embedded_field.list_field[2].list_field
assert doc._delta() == ({}, {"embedded_field.list_field.2.list_field": 1})
doc.save()
doc = doc.reload(10)
doc.dict_field["Embedded"] = embedded_1
doc.save()
doc = doc.reload(10)
doc.dict_field["Embedded"].string_field = "Hello World"
assert doc._get_changed_fields() == ["dict_field.Embedded.string_field"]
assert doc._delta() == ({"dict_field.Embedded.string_field": "Hello World"}, {})
def test_circular_reference_deltas(self):
self.circular_reference_deltas(Document, Document)
self.circular_reference_deltas(Document, DynamicDocument)
self.circular_reference_deltas(DynamicDocument, Document)
self.circular_reference_deltas(DynamicDocument, DynamicDocument)
def circular_reference_deltas(self, DocClass1, DocClass2):
class Person(DocClass1):
name = StringField()
owns = ListField(ReferenceField("Organization"))
class Organization(DocClass2):
name = StringField()
owner = ReferenceField("Person")
Person.drop_collection()
Organization.drop_collection()
person = Person(name="owner").save()
organization = Organization(name="company").save()
person.owns.append(organization)
organization.owner = person
person.save()
organization.save()
p = Person.objects[0].select_related()
o = Organization.objects.first()
assert p.owns[0] == o
assert o.owner == p
def test_circular_reference_deltas_2(self):
self.circular_reference_deltas_2(Document, Document)
self.circular_reference_deltas_2(Document, DynamicDocument)
self.circular_reference_deltas_2(DynamicDocument, Document)
self.circular_reference_deltas_2(DynamicDocument, DynamicDocument)
def circular_reference_deltas_2(self, DocClass1, DocClass2, dbref=True):
class Person(DocClass1):
name = StringField()
owns = ListField(ReferenceField("Organization", dbref=dbref))
employer = ReferenceField("Organization", dbref=dbref)
class Organization(DocClass2):
name = StringField()
owner = ReferenceField("Person", dbref=dbref)
employees = ListField(ReferenceField("Person", dbref=dbref))
Person.drop_collection()
Organization.drop_collection()
person = Person(name="owner").save()
employee = Person(name="employee").save()
organization = Organization(name="company").save()
person.owns.append(organization)
organization.owner = person
organization.employees.append(employee)
employee.employer = organization
person.save()
organization.save()
employee.save()
p = Person.objects.get(name="owner")
e = Person.objects.get(name="employee")
o = Organization.objects.first()
assert p.owns[0] == o
assert o.owner == p
assert e.employer == o
return person, organization, employee
def test_delta_db_field(self):
self.delta_db_field(Document)
self.delta_db_field(DynamicDocument)
def delta_db_field(self, DocClass):
class Doc(DocClass):
string_field = StringField(db_field="db_string_field")
int_field = IntField(db_field="db_int_field")
dict_field = DictField(db_field="db_dict_field")
list_field = ListField(db_field="db_list_field")
Doc.drop_collection()
doc = Doc()
doc.save()
doc = Doc.objects.first()
assert doc._get_changed_fields() == []
assert doc._delta() == ({}, {})
doc.string_field = "hello"
assert doc._get_changed_fields() == ["db_string_field"]
assert doc._delta() == ({"db_string_field": "hello"}, {})
doc._changed_fields = []
doc.int_field = 1
assert doc._get_changed_fields() == ["db_int_field"]
assert doc._delta() == ({"db_int_field": 1}, {})
doc._changed_fields = []
dict_value = {"hello": "world", "ping": "pong"}
doc.dict_field = dict_value
assert doc._get_changed_fields() == ["db_dict_field"]
assert doc._delta() == ({"db_dict_field": dict_value}, {})
doc._changed_fields = []
list_value = ["1", 2, {"hello": "world"}]
doc.list_field = list_value
assert doc._get_changed_fields() == ["db_list_field"]
assert doc._delta() == ({"db_list_field": list_value}, {})
# Test unsetting
doc._changed_fields = []
doc.dict_field = {}
assert doc._get_changed_fields() == ["db_dict_field"]
assert doc._delta() == ({}, {"db_dict_field": 1})
doc._changed_fields = []
doc.list_field = []
assert doc._get_changed_fields() == ["db_list_field"]
assert doc._delta() == ({}, {"db_list_field": 1})
# Test it saves that data
doc = Doc()
doc.save()
doc.string_field = "hello"
doc.int_field = 1
doc.dict_field = {"hello": "world"}
doc.list_field = ["1", 2, {"hello": "world"}]
doc.save()
doc = doc.reload(10)
assert doc.string_field == "hello"
assert doc.int_field == 1
assert doc.dict_field == {"hello": "world"}
assert doc.list_field == ["1", 2, {"hello": "world"}]
def test_delta_recursive_db_field_on_doc_and_embeddeddoc(self):
self.delta_recursive_db_field(Document, EmbeddedDocument)
def test_delta_recursive_db_field_on_doc_and_dynamicembeddeddoc(self):
self.delta_recursive_db_field(Document, DynamicEmbeddedDocument)
def test_delta_recursive_db_field_on_dynamicdoc_and_embeddeddoc(self):
self.delta_recursive_db_field(DynamicDocument, EmbeddedDocument)
def test_delta_recursive_db_field_on_dynamicdoc_and_dynamicembeddeddoc(self):
self.delta_recursive_db_field(DynamicDocument, DynamicEmbeddedDocument)
@staticmethod
def delta_recursive_db_field(DocClass, EmbeddedClass):
class Embedded(EmbeddedClass):
string_field = StringField(db_field="db_string_field")
int_field = IntField(db_field="db_int_field")
dict_field = DictField(db_field="db_dict_field")
list_field = ListField(db_field="db_list_field")
class Doc(DocClass):
string_field = StringField(db_field="db_string_field")
int_field = IntField(db_field="db_int_field")
dict_field = DictField(db_field="db_dict_field")
list_field = ListField(db_field="db_list_field")
embedded_field = EmbeddedDocumentField(
Embedded, db_field="db_embedded_field"
)
Doc.drop_collection()
doc = Doc()
doc.save()
doc = Doc.objects.first()
assert doc._get_changed_fields() == []
assert doc._delta() == ({}, {})
embedded_1 = Embedded()
embedded_1.string_field = "hello"
embedded_1.int_field = 1
embedded_1.dict_field = {"hello": "world"}
embedded_1.list_field = ["1", 2, {"hello": "world"}]
doc.embedded_field = embedded_1
assert doc._get_changed_fields() == ["db_embedded_field"]
embedded_delta = {
"db_string_field": "hello",
"db_int_field": 1,
"db_dict_field": {"hello": "world"},
"db_list_field": ["1", 2, {"hello": "world"}],
}
assert doc.embedded_field._delta() == (embedded_delta, {})
assert doc._delta() == ({"db_embedded_field": embedded_delta}, {})
doc.save()
doc = doc.reload(10)
doc.embedded_field.dict_field = {}
assert doc._get_changed_fields() == ["db_embedded_field.db_dict_field"]
assert doc.embedded_field._delta() == ({}, {"db_dict_field": 1})
assert doc._delta() == ({}, {"db_embedded_field.db_dict_field": 1})
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.dict_field == {}
assert doc._get_changed_fields() == []
doc.embedded_field.list_field = []
assert doc._get_changed_fields() == ["db_embedded_field.db_list_field"]
assert doc.embedded_field._delta() == ({}, {"db_list_field": 1})
assert doc._delta() == ({}, {"db_embedded_field.db_list_field": 1})
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.list_field == []
embedded_2 = Embedded()
embedded_2.string_field = "hello"
embedded_2.int_field = 1
embedded_2.dict_field = {"hello": "world"}
embedded_2.list_field = ["1", 2, {"hello": "world"}]
doc.embedded_field.list_field = ["1", 2, embedded_2]
assert doc._get_changed_fields() == ["db_embedded_field.db_list_field"]
assert doc.embedded_field._delta() == (
{
"db_list_field": [
"1",
2,
{
"_cls": "Embedded",
"db_string_field": "hello",
"db_dict_field": {"hello": "world"},
"db_int_field": 1,
"db_list_field": ["1", 2, {"hello": "world"}],
},
]
},
{},
)
assert doc._delta() == (
{
"db_embedded_field.db_list_field": [
"1",
2,
{
"_cls": "Embedded",
"db_string_field": "hello",
"db_dict_field": {"hello": "world"},
"db_int_field": 1,
"db_list_field": ["1", 2, {"hello": "world"}],
},
]
},
{},
)
doc.save()
assert doc._get_changed_fields() == []
doc = doc.reload(10)
assert doc.embedded_field.list_field[0] == "1"
assert doc.embedded_field.list_field[1] == 2
for k in doc.embedded_field.list_field[2]._fields:
assert doc.embedded_field.list_field[2][k] == embedded_2[k]
doc.embedded_field.list_field[2].string_field = "world"
assert doc._get_changed_fields() == [
"db_embedded_field.db_list_field.2.db_string_field"
]
assert doc.embedded_field._delta() == (
{"db_list_field.2.db_string_field": "world"},
{},
)
assert doc._delta() == (
{"db_embedded_field.db_list_field.2.db_string_field": "world"},
{},
)
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.list_field[2].string_field == "world"
# Test multiple assignments
doc.embedded_field.list_field[2].string_field = "hello world"
doc.embedded_field.list_field[2] = doc.embedded_field.list_field[2]
assert doc._get_changed_fields() == ["db_embedded_field.db_list_field.2"]
assert doc.embedded_field._delta() == (
{
"db_list_field.2": {
"_cls": "Embedded",
"db_string_field": "hello world",
"db_int_field": 1,
"db_list_field": ["1", 2, {"hello": "world"}],
"db_dict_field": {"hello": "world"},
}
},
{},
)
assert doc._delta() == (
{
"db_embedded_field.db_list_field.2": {
"_cls": "Embedded",
"db_string_field": "hello world",
"db_int_field": 1,
"db_list_field": ["1", 2, {"hello": "world"}],
"db_dict_field": {"hello": "world"},
}
},
{},
)
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.list_field[2].string_field == "hello world"
# Test list native methods
doc.embedded_field.list_field[2].list_field.pop(0)
assert doc._delta() == (
{
"db_embedded_field.db_list_field.2.db_list_field": [
2,
{"hello": "world"},
]
},
{},
)
doc.save()
doc = doc.reload(10)
doc.embedded_field.list_field[2].list_field.append(1)
assert doc._delta() == (
{
"db_embedded_field.db_list_field.2.db_list_field": [
2,
{"hello": "world"},
1,
]
},
{},
)
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.list_field[2].list_field == [2, {"hello": "world"}, 1]
doc.embedded_field.list_field[2].list_field.sort(key=str)
doc.save()
doc = doc.reload(10)
assert doc.embedded_field.list_field[2].list_field == [1, 2, {"hello": "world"}]
del doc.embedded_field.list_field[2].list_field[2]["hello"]
assert doc._delta() == (
{},
{"db_embedded_field.db_list_field.2.db_list_field.2.hello": 1},
)
doc.save()
doc = doc.reload(10)
assert doc._delta() == (
{},
{},
)
del doc.embedded_field.list_field[2].list_field
assert doc._delta() == (
{},
{"db_embedded_field.db_list_field.2.db_list_field": 1},
)
def test_delta_for_dynamic_documents(self):
class Person(DynamicDocument):
name = StringField()
meta = {"allow_inheritance": True}
Person.drop_collection()
p = Person(name="James", age=34)
assert p._delta() == (
SON([("_cls", "Person"), ("name", "James"), ("age", 34)]),
{},
)
p.doc = 123
del p.doc
assert p._delta() == (
SON([("_cls", "Person"), ("name", "James"), ("age", 34)]),
{},
)
p = Person()
p.name = "Dean"
p.age = 22
p.save()
p.age = 24
assert p.age == 24
assert p._get_changed_fields() == ["age"]
assert p._delta() == ({"age": 24}, {})
p = Person.objects(age=22).get()
p.age = 24
assert p.age == 24
assert p._get_changed_fields() == ["age"]
assert p._delta() == ({"age": 24}, {})
p.save()
assert 1 == Person.objects(age=24).count()
def test_dynamic_delta(self):
class Doc(DynamicDocument):
pass
Doc.drop_collection()
doc = Doc()
doc.save()
doc = Doc.objects.first()
assert doc._get_changed_fields() == []
assert doc._delta() == ({}, {})
doc.string_field = "hello"
assert doc._get_changed_fields() == ["string_field"]
assert doc._delta() == ({"string_field": "hello"}, {})
doc._changed_fields = []
doc.int_field = 1
assert doc._get_changed_fields() == ["int_field"]
assert doc._delta() == ({"int_field": 1}, {})
doc._changed_fields = []
dict_value = {"hello": "world", "ping": "pong"}
doc.dict_field = dict_value
assert doc._get_changed_fields() == ["dict_field"]
assert doc._delta() == ({"dict_field": dict_value}, {})
doc._changed_fields = []
list_value = ["1", 2, {"hello": "world"}]
doc.list_field = list_value
assert doc._get_changed_fields() == ["list_field"]
assert doc._delta() == ({"list_field": list_value}, {})
# Test unsetting
doc._changed_fields = []
doc.dict_field = {}
assert doc._get_changed_fields() == ["dict_field"]
assert doc._delta() == ({}, {"dict_field": 1})
doc._changed_fields = []
doc.list_field = []
assert doc._get_changed_fields() == ["list_field"]
assert doc._delta() == ({}, {"list_field": 1})
def test_delta_with_dbref_true(self):
person, organization, employee = self.circular_reference_deltas_2(
Document, Document, True
)
employee.name = "test"
assert organization._get_changed_fields() == []
updates, removals = organization._delta()
assert removals == {}
assert updates == {}
organization.employees.append(person)
updates, removals = organization._delta()
assert removals == {}
assert "employees" in updates
def test_delta_with_dbref_false(self):
person, organization, employee = self.circular_reference_deltas_2(
Document, Document, False
)
employee.name = "test"
assert organization._get_changed_fields() == []
updates, removals = organization._delta()
assert removals == {}
assert updates == {}
organization.employees.append(person)
updates, removals = organization._delta()
assert removals == {}
assert "employees" in updates
def test_nested_nested_fields_mark_as_changed(self):
class EmbeddedDoc(EmbeddedDocument):
name = StringField()
class MyDoc(Document):
subs = MapField(MapField(EmbeddedDocumentField(EmbeddedDoc)))
name = StringField()
MyDoc.drop_collection()
MyDoc(name="testcase1", subs={"a": {"b": EmbeddedDoc(name="foo")}}).save()
mydoc = MyDoc.objects.first()
subdoc = mydoc.subs["a"]["b"]
subdoc.name = "bar"
assert subdoc._get_changed_fields() == ["name"]
assert mydoc._get_changed_fields() == ["subs.a.b.name"]
mydoc._clear_changed_fields()
assert mydoc._get_changed_fields() == []
def test_nested_nested_fields_db_field_set__gets_mark_as_changed_and_cleaned(self):
class EmbeddedDoc(EmbeddedDocument):
name = StringField(db_field="db_name")
class MyDoc(Document):
embed = EmbeddedDocumentField(EmbeddedDoc, db_field="db_embed")
name = StringField(db_field="db_name")
MyDoc.drop_collection()
MyDoc(name="testcase1", embed=EmbeddedDoc(name="foo")).save()
mydoc = MyDoc.objects.first()
mydoc.embed.name = "foo1"
assert mydoc.embed._get_changed_fields() == ["db_name"]
assert mydoc._get_changed_fields() == ["db_embed.db_name"]
mydoc = MyDoc.objects.first()
embed = EmbeddedDoc(name="foo2")
embed.name = "bar"
mydoc.embed = embed
assert embed._get_changed_fields() == ["db_name"]
assert mydoc._get_changed_fields() == ["db_embed"]
mydoc._clear_changed_fields()
assert mydoc._get_changed_fields() == []
def test_lower_level_mark_as_changed(self):
class EmbeddedDoc(EmbeddedDocument):
name = StringField()
class MyDoc(Document):
subs = MapField(EmbeddedDocumentField(EmbeddedDoc))
MyDoc.drop_collection()
MyDoc().save()
mydoc = MyDoc.objects.first()
mydoc.subs["a"] = EmbeddedDoc()
assert mydoc._get_changed_fields() == ["subs.a"]
subdoc = mydoc.subs["a"]
subdoc.name = "bar"
assert subdoc._get_changed_fields() == ["name"]
assert mydoc._get_changed_fields() == ["subs.a"]
mydoc.save()
mydoc._clear_changed_fields()
assert mydoc._get_changed_fields() == []
def test_upper_level_mark_as_changed(self):
class EmbeddedDoc(EmbeddedDocument):
name = StringField()
class MyDoc(Document):
subs = MapField(EmbeddedDocumentField(EmbeddedDoc))
MyDoc.drop_collection()
MyDoc(subs={"a": EmbeddedDoc(name="foo")}).save()
mydoc = MyDoc.objects.first()
subdoc = mydoc.subs["a"]
subdoc.name = "bar"
assert subdoc._get_changed_fields() == ["name"]
assert mydoc._get_changed_fields() == ["subs.a.name"]
mydoc.subs["a"] = EmbeddedDoc()
assert mydoc._get_changed_fields() == ["subs.a"]
mydoc.save()
mydoc._clear_changed_fields()
assert mydoc._get_changed_fields() == []
def test_referenced_object_changed_attributes(self):
"""Ensures that when you save a new reference to a field, the referenced object isn't altered"""
class Organization(Document):
name = StringField()
class User(Document):
name = StringField()
org = ReferenceField("Organization", required=True)
Organization.drop_collection()
User.drop_collection()
org1 = Organization(name="Org 1")
org1.save()
org2 = Organization(name="Org 2")
org2.save()
user = User(name="Fred", org=org1)
user.save()
org1.reload()
org2.reload()
user.reload()
assert org1.name == "Org 1"
assert org2.name == "Org 2"
assert user.name == "Fred"
user.name = "Harold"
user.org = org2
org2.name = "New Org 2"
assert org2.name == "New Org 2"
user.save()
org2.save()
assert org2.name == "New Org 2"
org2.reload()
assert org2.name == "New Org 2"
def test_delta_for_nested_map_fields(self):
class UInfoDocument(Document):
phone = StringField()
class EmbeddedRole(EmbeddedDocument):
type = StringField()
class EmbeddedUser(EmbeddedDocument):
name = StringField()
roles = MapField(field=EmbeddedDocumentField(EmbeddedRole))
rolist = ListField(field=EmbeddedDocumentField(EmbeddedRole))
info = ReferenceField(UInfoDocument)
class Doc(Document):
users = MapField(field=EmbeddedDocumentField(EmbeddedUser))
num = IntField(default=-1)
Doc.drop_collection()
doc = Doc(num=1)
doc.users["007"] = EmbeddedUser(name="Agent007")
doc.save()
uinfo = UInfoDocument(phone="79089269066")
uinfo.save()
d = Doc.objects(num=1).first()
d.users["007"]["roles"]["666"] = EmbeddedRole(type="superadmin")
d.users["007"]["rolist"].append(EmbeddedRole(type="oops"))
d.users["007"]["info"] = uinfo
delta = d._delta()
assert True == ("users.007.roles.666" in delta[0])
assert True == ("users.007.rolist" in delta[0])
assert True == ("users.007.info" in delta[0])
assert "superadmin" == delta[0]["users.007.roles.666"]["type"]
assert "oops" == delta[0]["users.007.rolist"][0]["type"]
assert uinfo.id == delta[0]["users.007.info"]
if __name__ == "__main__":
unittest.main()

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import unittest
import warnings
import pytest
from mongoengine import (
BooleanField,
Document,
EmbeddedDocument,
EmbeddedDocumentField,
GenericReferenceField,
IntField,
ReferenceField,
StringField,
)
from mongoengine.pymongo_support import list_collection_names
from tests.fixtures import Base
from tests.utils import MongoDBTestCase
class TestInheritance(MongoDBTestCase):
def tearDown(self):
for collection in list_collection_names(self.db):
self.db.drop_collection(collection)
def test_constructor_cls(self):
# Ensures _cls is properly set during construction
# and when object gets reloaded (prevent regression of #1950)
class EmbedData(EmbeddedDocument):
data = StringField()
meta = {"allow_inheritance": True}
class DataDoc(Document):
name = StringField()
embed = EmbeddedDocumentField(EmbedData)
meta = {"allow_inheritance": True}
test_doc = DataDoc(name="test", embed=EmbedData(data="data"))
assert test_doc._cls == "DataDoc"
assert test_doc.embed._cls == "EmbedData"
test_doc.save()
saved_doc = DataDoc.objects.with_id(test_doc.id)
assert test_doc._cls == saved_doc._cls
assert test_doc.embed._cls == saved_doc.embed._cls
test_doc.delete()
def test_superclasses(self):
"""Ensure that the correct list of superclasses is assembled."""
class Animal(Document):
meta = {"allow_inheritance": True}
class Fish(Animal):
pass
class Guppy(Fish):
pass
class Mammal(Animal):
pass
class Dog(Mammal):
pass
class Human(Mammal):
pass
assert Animal._superclasses == ()
assert Fish._superclasses == ("Animal",)
assert Guppy._superclasses == ("Animal", "Animal.Fish")
assert Mammal._superclasses == ("Animal",)
assert Dog._superclasses == ("Animal", "Animal.Mammal")
assert Human._superclasses == ("Animal", "Animal.Mammal")
def test_external_superclasses(self):
"""Ensure that the correct list of super classes is assembled when
importing part of the model.
"""
class Animal(Base):
pass
class Fish(Animal):
pass
class Guppy(Fish):
pass
class Mammal(Animal):
pass
class Dog(Mammal):
pass
class Human(Mammal):
pass
assert Animal._superclasses == ("Base",)
assert Fish._superclasses == ("Base", "Base.Animal")
assert Guppy._superclasses == ("Base", "Base.Animal", "Base.Animal.Fish")
assert Mammal._superclasses == ("Base", "Base.Animal")
assert Dog._superclasses == ("Base", "Base.Animal", "Base.Animal.Mammal")
assert Human._superclasses == ("Base", "Base.Animal", "Base.Animal.Mammal")
def test_subclasses(self):
"""Ensure that the correct list of _subclasses (subclasses) is
assembled.
"""
class Animal(Document):
meta = {"allow_inheritance": True}
class Fish(Animal):
pass
class Guppy(Fish):
pass
class Mammal(Animal):
pass
class Dog(Mammal):
pass
class Human(Mammal):
pass
assert Animal._subclasses == (
"Animal",
"Animal.Fish",
"Animal.Fish.Guppy",
"Animal.Mammal",
"Animal.Mammal.Dog",
"Animal.Mammal.Human",
)
assert Fish._subclasses == ("Animal.Fish", "Animal.Fish.Guppy")
assert Guppy._subclasses == ("Animal.Fish.Guppy",)
assert Mammal._subclasses == (
"Animal.Mammal",
"Animal.Mammal.Dog",
"Animal.Mammal.Human",
)
assert Human._subclasses == ("Animal.Mammal.Human",)
def test_external_subclasses(self):
"""Ensure that the correct list of _subclasses (subclasses) is
assembled when importing part of the model.
"""
class Animal(Base):
pass
class Fish(Animal):
pass
class Guppy(Fish):
pass
class Mammal(Animal):
pass
class Dog(Mammal):
pass
class Human(Mammal):
pass
assert Animal._subclasses == (
"Base.Animal",
"Base.Animal.Fish",
"Base.Animal.Fish.Guppy",
"Base.Animal.Mammal",
"Base.Animal.Mammal.Dog",
"Base.Animal.Mammal.Human",
)
assert Fish._subclasses == ("Base.Animal.Fish", "Base.Animal.Fish.Guppy")
assert Guppy._subclasses == ("Base.Animal.Fish.Guppy",)
assert Mammal._subclasses == (
"Base.Animal.Mammal",
"Base.Animal.Mammal.Dog",
"Base.Animal.Mammal.Human",
)
assert Human._subclasses == ("Base.Animal.Mammal.Human",)
def test_dynamic_declarations(self):
"""Test that declaring an extra class updates meta data"""
class Animal(Document):
meta = {"allow_inheritance": True}
assert Animal._superclasses == ()
assert Animal._subclasses == ("Animal",)
# Test dynamically adding a class changes the meta data
class Fish(Animal):
pass
assert Animal._superclasses == ()
assert Animal._subclasses == ("Animal", "Animal.Fish")
assert Fish._superclasses == ("Animal",)
assert Fish._subclasses == ("Animal.Fish",)
# Test dynamically adding an inherited class changes the meta data
class Pike(Fish):
pass
assert Animal._superclasses == ()
assert Animal._subclasses == ("Animal", "Animal.Fish", "Animal.Fish.Pike")
assert Fish._superclasses == ("Animal",)
assert Fish._subclasses == ("Animal.Fish", "Animal.Fish.Pike")
assert Pike._superclasses == ("Animal", "Animal.Fish")
assert Pike._subclasses == ("Animal.Fish.Pike",)
def test_inheritance_meta_data(self):
"""Ensure that document may inherit fields from a superclass document."""
class Person(Document):
name = StringField()
age = IntField()
meta = {"allow_inheritance": True}
class Employee(Person):
salary = IntField()
assert ["_cls", "age", "id", "name", "salary"] == sorted(
Employee._fields.keys()
)
assert Employee._get_collection_name() == Person._get_collection_name()
def test_inheritance_to_mongo_keys(self):
"""Ensure that document may inherit fields from a superclass document."""
class Person(Document):
name = StringField()
age = IntField()
meta = {"allow_inheritance": True}
class Employee(Person):
salary = IntField()
assert ["_cls", "age", "id", "name", "salary"] == sorted(
Employee._fields.keys()
)
assert Person(name="Bob", age=35).to_mongo().keys() == ["_cls", "name", "age"]
assert Employee(name="Bob", age=35, salary=0).to_mongo().keys() == [
"_cls",
"name",
"age",
"salary",
]
assert Employee._get_collection_name() == Person._get_collection_name()
def test_indexes_and_multiple_inheritance(self):
"""Ensure that all of the indexes are created for a document with
multiple inheritance.
"""
class A(Document):
a = StringField()
meta = {"allow_inheritance": True, "indexes": ["a"]}
class B(Document):
b = StringField()
meta = {"allow_inheritance": True, "indexes": ["b"]}
class C(A, B):
pass
A.drop_collection()
B.drop_collection()
C.drop_collection()
C.ensure_indexes()
assert sorted(
idx["key"] for idx in C._get_collection().index_information().values()
) == sorted([[("_cls", 1), ("b", 1)], [("_id", 1)], [("_cls", 1), ("a", 1)]])
def test_polymorphic_queries(self):
"""Ensure that the correct subclasses are returned from a query"""
class Animal(Document):
meta = {"allow_inheritance": True}
class Fish(Animal):
pass
class Mammal(Animal):
pass
class Dog(Mammal):
pass
class Human(Mammal):
pass
Animal.drop_collection()
Animal().save()
Fish().save()
Mammal().save()
Dog().save()
Human().save()
classes = [obj.__class__ for obj in Animal.objects]
assert classes == [Animal, Fish, Mammal, Dog, Human]
classes = [obj.__class__ for obj in Mammal.objects]
assert classes == [Mammal, Dog, Human]
classes = [obj.__class__ for obj in Human.objects]
assert classes == [Human]
def test_allow_inheritance(self):
"""Ensure that inheritance is disabled by default on simple
classes and that _cls will not be used.
"""
class Animal(Document):
name = StringField()
# can't inherit because Animal didn't explicitly allow inheritance
with pytest.raises(ValueError, match="Document Animal may not be subclassed"):
class Dog(Animal):
pass
# Check that _cls etc aren't present on simple documents
dog = Animal(name="dog").save()
assert dog.to_mongo().keys() == ["_id", "name"]
collection = self.db[Animal._get_collection_name()]
obj = collection.find_one()
assert "_cls" not in obj
def test_cant_turn_off_inheritance_on_subclass(self):
"""Ensure if inheritance is on in a subclass you cant turn it off."""
class Animal(Document):
name = StringField()
meta = {"allow_inheritance": True}
with pytest.raises(ValueError) as exc_info:
class Mammal(Animal):
meta = {"allow_inheritance": False}
assert (
str(exc_info.value)
== 'Only direct subclasses of Document may set "allow_inheritance" to False'
)
def test_allow_inheritance_abstract_document(self):
"""Ensure that abstract documents can set inheritance rules and that
_cls will not be used.
"""
class FinalDocument(Document):
meta = {"abstract": True, "allow_inheritance": False}
class Animal(FinalDocument):
name = StringField()
with pytest.raises(ValueError):
class Mammal(Animal):
pass
# Check that _cls isn't present in simple documents
doc = Animal(name="dog")
assert "_cls" not in doc.to_mongo()
def test_using_abstract_class_in_reference_field(self):
# Ensures no regression of #1920
class AbstractHuman(Document):
meta = {"abstract": True}
class Dad(AbstractHuman):
name = StringField()
class Home(Document):
dad = ReferenceField(AbstractHuman) # Referencing the abstract class
address = StringField()
dad = Dad(name="5").save()
Home(dad=dad, address="street").save()
home = Home.objects.first()
home.address = "garbage"
home.save() # Was failing with ValidationError
def test_abstract_class_referencing_self(self):
# Ensures no regression of #1920
class Human(Document):
meta = {"abstract": True}
creator = ReferenceField("self", dbref=True)
class User(Human):
name = StringField()
user = User(name="John").save()
user2 = User(name="Foo", creator=user).save()
user2 = User.objects.with_id(user2.id)
user2.name = "Bar"
user2.save() # Was failing with ValidationError
def test_abstract_handle_ids_in_metaclass_properly(self):
class City(Document):
continent = StringField()
meta = {"abstract": True, "allow_inheritance": False}
class EuropeanCity(City):
name = StringField()
berlin = EuropeanCity(name="Berlin", continent="Europe")
assert len(berlin._db_field_map) == len(berlin._fields_ordered)
assert len(berlin._reverse_db_field_map) == len(berlin._fields_ordered)
assert len(berlin._fields_ordered) == 3
assert berlin._fields_ordered[0] == "id"
def test_auto_id_not_set_if_specific_in_parent_class(self):
class City(Document):
continent = StringField()
city_id = IntField(primary_key=True)
meta = {"abstract": True, "allow_inheritance": False}
class EuropeanCity(City):
name = StringField()
berlin = EuropeanCity(name="Berlin", continent="Europe")
assert len(berlin._db_field_map) == len(berlin._fields_ordered)
assert len(berlin._reverse_db_field_map) == len(berlin._fields_ordered)
assert len(berlin._fields_ordered) == 3
assert berlin._fields_ordered[0] == "city_id"
def test_auto_id_vs_non_pk_id_field(self):
class City(Document):
continent = StringField()
id = IntField()
meta = {"abstract": True, "allow_inheritance": False}
class EuropeanCity(City):
name = StringField()
berlin = EuropeanCity(name="Berlin", continent="Europe")
assert len(berlin._db_field_map) == len(berlin._fields_ordered)
assert len(berlin._reverse_db_field_map) == len(berlin._fields_ordered)
assert len(berlin._fields_ordered) == 4
assert berlin._fields_ordered[0] == "auto_id_0"
berlin.save()
assert berlin.pk == berlin.auto_id_0
def test_abstract_document_creation_does_not_fail(self):
class City(Document):
continent = StringField()
meta = {"abstract": True, "allow_inheritance": False}
city = City(continent="asia")
assert city.pk is None
# TODO: expected error? Shouldn't we create a new error type?
with pytest.raises(KeyError):
city.pk = 1
def test_allow_inheritance_embedded_document(self):
"""Ensure embedded documents respect inheritance."""
class Comment(EmbeddedDocument):
content = StringField()
with pytest.raises(ValueError):
class SpecialComment(Comment):
pass
doc = Comment(content="test")
assert "_cls" not in doc.to_mongo()
class Comment(EmbeddedDocument):
content = StringField()
meta = {"allow_inheritance": True}
doc = Comment(content="test")
assert "_cls" in doc.to_mongo()
def test_document_inheritance(self):
"""Ensure mutliple inheritance of abstract documents"""
class DateCreatedDocument(Document):
meta = {"allow_inheritance": True, "abstract": True}
class DateUpdatedDocument(Document):
meta = {"allow_inheritance": True, "abstract": True}
class MyDocument(DateCreatedDocument, DateUpdatedDocument):
pass
def test_abstract_documents(self):
"""Ensure that a document superclass can be marked as abstract
thereby not using it as the name for the collection."""
defaults = {
"index_background": True,
"index_opts": {"hello": "world"},
"allow_inheritance": True,
"queryset_class": "QuerySet",
"db_alias": "myDB",
"shard_key": ("hello", "world"),
}
meta_settings = {"abstract": True}
meta_settings.update(defaults)
class Animal(Document):
name = StringField()
meta = meta_settings
class Fish(Animal):
pass
class Guppy(Fish):
pass
class Mammal(Animal):
meta = {"abstract": True}
class Human(Mammal):
pass
for k, v in defaults.items():
for cls in [Animal, Fish, Guppy]:
assert cls._meta[k] == v
assert "collection" not in Animal._meta
assert "collection" not in Mammal._meta
assert Animal._get_collection_name() is None
assert Mammal._get_collection_name() is None
assert Fish._get_collection_name() == "fish"
assert Guppy._get_collection_name() == "fish"
assert Human._get_collection_name() == "human"
# ensure that a subclass of a non-abstract class can't be abstract
with pytest.raises(ValueError):
class EvilHuman(Human):
evil = BooleanField(default=True)
meta = {"abstract": True}
def test_abstract_embedded_documents(self):
# 789: EmbeddedDocument shouldn't inherit abstract
class A(EmbeddedDocument):
meta = {"abstract": True}
class B(A):
pass
assert not B._meta["abstract"]
def test_inherited_collections(self):
"""Ensure that subclassed documents don't override parents'
collections
"""
class Drink(Document):
name = StringField()
meta = {"allow_inheritance": True}
class Drinker(Document):
drink = GenericReferenceField()
try:
warnings.simplefilter("error")
class AcloholicDrink(Drink):
meta = {"collection": "booze"}
except SyntaxWarning:
warnings.simplefilter("ignore")
class AlcoholicDrink(Drink):
meta = {"collection": "booze"}
else:
raise AssertionError("SyntaxWarning should be triggered")
warnings.resetwarnings()
Drink.drop_collection()
AlcoholicDrink.drop_collection()
Drinker.drop_collection()
red_bull = Drink(name="Red Bull")
red_bull.save()
programmer = Drinker(drink=red_bull)
programmer.save()
beer = AlcoholicDrink(name="Beer")
beer.save()
real_person = Drinker(drink=beer)
real_person.save()
assert Drinker.objects[0].drink.name == red_bull.name
assert Drinker.objects[1].drink.name == beer.name
if __name__ == "__main__":
unittest.main()

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import unittest
from datetime import datetime
import pytest
from mongoengine import *
from tests.utils import MongoDBTestCase
class TestValidatorError(MongoDBTestCase):
def test_to_dict(self):
"""Ensure a ValidationError handles error to_dict correctly."""
error = ValidationError("root")
assert error.to_dict() == {}
# 1st level error schema
error.errors = {"1st": ValidationError("bad 1st")}
assert "1st" in error.to_dict()
assert error.to_dict()["1st"] == "bad 1st"
# 2nd level error schema
error.errors = {
"1st": ValidationError(
"bad 1st", errors={"2nd": ValidationError("bad 2nd")}
)
}
assert "1st" in error.to_dict()
assert isinstance(error.to_dict()["1st"], dict)
assert "2nd" in error.to_dict()["1st"]
assert error.to_dict()["1st"]["2nd"] == "bad 2nd"
# moar levels
error.errors = {
"1st": ValidationError(
"bad 1st",
errors={
"2nd": ValidationError(
"bad 2nd",
errors={
"3rd": ValidationError(
"bad 3rd", errors={"4th": ValidationError("Inception")}
)
},
)
},
)
}
assert "1st" in error.to_dict()
assert "2nd" in error.to_dict()["1st"]
assert "3rd" in error.to_dict()["1st"]["2nd"]
assert "4th" in error.to_dict()["1st"]["2nd"]["3rd"]
assert error.to_dict()["1st"]["2nd"]["3rd"]["4th"] == "Inception"
assert error.message == "root(2nd.3rd.4th.Inception: ['1st'])"
def test_model_validation(self):
class User(Document):
username = StringField(primary_key=True)
name = StringField(required=True)
try:
User().validate()
except ValidationError as e:
assert "User:None" in e.message
assert e.to_dict() == {
"username": "Field is required",
"name": "Field is required",
}
user = User(username="RossC0", name="Ross").save()
user.name = None
try:
user.save()
except ValidationError as e:
assert "User:RossC0" in e.message
assert e.to_dict() == {"name": "Field is required"}
def test_fields_rewrite(self):
class BasePerson(Document):
name = StringField()
age = IntField()
meta = {"abstract": True}
class Person(BasePerson):
name = StringField(required=True)
p = Person(age=15)
with pytest.raises(ValidationError):
p.validate()
def test_embedded_document_validation(self):
"""Ensure that embedded documents may be validated."""
class Comment(EmbeddedDocument):
date = DateTimeField()
content = StringField(required=True)
comment = Comment()
with pytest.raises(ValidationError):
comment.validate()
comment.content = "test"
comment.validate()
comment.date = 4
with pytest.raises(ValidationError):
comment.validate()
comment.date = datetime.now()
comment.validate()
assert comment._instance is None
def test_embedded_db_field_validate(self):
class SubDoc(EmbeddedDocument):
val = IntField(required=True)
class Doc(Document):
id = StringField(primary_key=True)
e = EmbeddedDocumentField(SubDoc, db_field="eb")
try:
Doc(id="bad").validate()
except ValidationError as e:
assert "SubDoc:None" in e.message
assert e.to_dict() == {"e": {"val": "OK could not be converted to int"}}
Doc.drop_collection()
Doc(id="test", e=SubDoc(val=15)).save()
doc = Doc.objects.first()
keys = doc._data.keys()
assert 2 == len(keys)
assert "e" in keys
assert "id" in keys
doc.e.val = "OK"
try:
doc.save()
except ValidationError as e:
assert "Doc:test" in e.message
assert e.to_dict() == {"e": {"val": "OK could not be converted to int"}}
def test_embedded_weakref(self):
class SubDoc(EmbeddedDocument):
val = IntField(required=True)
class Doc(Document):
e = EmbeddedDocumentField(SubDoc, db_field="eb")
Doc.drop_collection()
d1 = Doc()
d2 = Doc()
s = SubDoc()
with pytest.raises(ValidationError):
s.validate()
d1.e = s
d2.e = s
del d1
with pytest.raises(ValidationError):
d2.validate()
def test_parent_reference_in_child_document(self):
"""
Test to ensure a ReferenceField can store a reference to a parent
class when inherited. Issue #954.
"""
class Parent(Document):
meta = {"allow_inheritance": True}
reference = ReferenceField("self")
class Child(Parent):
pass
parent = Parent()
parent.save()
child = Child(reference=parent)
# Saving child should not raise a ValidationError
try:
child.save()
except ValidationError as e:
self.fail("ValidationError raised: %s" % e.message)
def test_parent_reference_set_as_attribute_in_child_document(self):
"""
Test to ensure a ReferenceField can store a reference to a parent
class when inherited and when set via attribute. Issue #954.
"""
class Parent(Document):
meta = {"allow_inheritance": True}
reference = ReferenceField("self")
class Child(Parent):
pass
parent = Parent()
parent.save()
child = Child()
child.reference = parent
# Saving the child should not raise a ValidationError
child.save()
if __name__ == "__main__":
unittest.main()

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# -*- coding: utf-8 -*-
import unittest
from datetime import datetime
from mongoengine import *
__all__ = ("ValidatorErrorTest",)
class ValidatorErrorTest(unittest.TestCase):
def setUp(self):
connect(db='mongoenginetest')
def test_to_dict(self):
"""Ensure a ValidationError handles error to_dict correctly.
"""
error = ValidationError('root')
self.assertEqual(error.to_dict(), {})
# 1st level error schema
error.errors = {'1st': ValidationError('bad 1st'), }
self.assertTrue('1st' in error.to_dict())
self.assertEqual(error.to_dict()['1st'], 'bad 1st')
# 2nd level error schema
error.errors = {'1st': ValidationError('bad 1st', errors={
'2nd': ValidationError('bad 2nd'),
})}
self.assertTrue('1st' in error.to_dict())
self.assertTrue(isinstance(error.to_dict()['1st'], dict))
self.assertTrue('2nd' in error.to_dict()['1st'])
self.assertEqual(error.to_dict()['1st']['2nd'], 'bad 2nd')
# moar levels
error.errors = {'1st': ValidationError('bad 1st', errors={
'2nd': ValidationError('bad 2nd', errors={
'3rd': ValidationError('bad 3rd', errors={
'4th': ValidationError('Inception'),
}),
}),
})}
self.assertTrue('1st' in error.to_dict())
self.assertTrue('2nd' in error.to_dict()['1st'])
self.assertTrue('3rd' in error.to_dict()['1st']['2nd'])
self.assertTrue('4th' in error.to_dict()['1st']['2nd']['3rd'])
self.assertEqual(error.to_dict()['1st']['2nd']['3rd']['4th'],
'Inception')
self.assertEqual(error.message, "root(2nd.3rd.4th.Inception: ['1st'])")
def test_model_validation(self):
class User(Document):
username = StringField(primary_key=True)
name = StringField(required=True)
try:
User().validate()
except ValidationError as e:
self.assertTrue("User:None" in e.message)
self.assertEqual(e.to_dict(), {
'username': 'Field is required',
'name': 'Field is required'})
user = User(username="RossC0", name="Ross").save()
user.name = None
try:
user.save()
except ValidationError as e:
self.assertTrue("User:RossC0" in e.message)
self.assertEqual(e.to_dict(), {
'name': 'Field is required'})
def test_fields_rewrite(self):
class BasePerson(Document):
name = StringField()
age = IntField()
meta = {'abstract': True}
class Person(BasePerson):
name = StringField(required=True)
p = Person(age=15)
self.assertRaises(ValidationError, p.validate)
def test_embedded_document_validation(self):
"""Ensure that embedded documents may be validated.
"""
class Comment(EmbeddedDocument):
date = DateTimeField()
content = StringField(required=True)
comment = Comment()
self.assertRaises(ValidationError, comment.validate)
comment.content = 'test'
comment.validate()
comment.date = 4
self.assertRaises(ValidationError, comment.validate)
comment.date = datetime.now()
comment.validate()
self.assertEqual(comment._instance, None)
def test_embedded_db_field_validate(self):
class SubDoc(EmbeddedDocument):
val = IntField(required=True)
class Doc(Document):
id = StringField(primary_key=True)
e = EmbeddedDocumentField(SubDoc, db_field='eb')
try:
Doc(id="bad").validate()
except ValidationError as e:
self.assertTrue("SubDoc:None" in e.message)
self.assertEqual(e.to_dict(), {
"e": {'val': 'OK could not be converted to int'}})
Doc.drop_collection()
Doc(id="test", e=SubDoc(val=15)).save()
doc = Doc.objects.first()
keys = doc._data.keys()
self.assertEqual(2, len(keys))
self.assertTrue('e' in keys)
self.assertTrue('id' in keys)
doc.e.val = "OK"
try:
doc.save()
except ValidationError as e:
self.assertTrue("Doc:test" in e.message)
self.assertEqual(e.to_dict(), {
"e": {'val': 'OK could not be converted to int'}})
def test_embedded_weakref(self):
class SubDoc(EmbeddedDocument):
val = IntField(required=True)
class Doc(Document):
e = EmbeddedDocumentField(SubDoc, db_field='eb')
Doc.drop_collection()
d1 = Doc()
d2 = Doc()
s = SubDoc()
self.assertRaises(ValidationError, s.validate)
d1.e = s
d2.e = s
del d1
self.assertRaises(ValidationError, d2.validate)
def test_parent_reference_in_child_document(self):
"""
Test to ensure a ReferenceField can store a reference to a parent
class when inherited. Issue #954.
"""
class Parent(Document):
meta = {'allow_inheritance': True}
reference = ReferenceField('self')
class Child(Parent):
pass
parent = Parent()
parent.save()
child = Child(reference=parent)
# Saving child should not raise a ValidationError
try:
child.save()
except ValidationError as e:
self.fail("ValidationError raised: %s" % e.message)
def test_parent_reference_set_as_attribute_in_child_document(self):
"""
Test to ensure a ReferenceField can store a reference to a parent
class when inherited and when set via attribute. Issue #954.
"""
class Parent(Document):
meta = {'allow_inheritance': True}
reference = ReferenceField('self')
class Child(Parent):
pass
parent = Parent()
parent.save()
child = Child()
child.reference = parent
# Saving the child should not raise a ValidationError
try:
child.save()
except ValidationError as e:
self.fail("ValidationError raised: %s" % e.message)
if __name__ == '__main__':
unittest.main()

View File

@ -0,0 +1,3 @@
from fields import *
from file_tests import *
from geo import *

4580
tests/fields/fields.py Normal file

File diff suppressed because it is too large Load Diff

View File

@ -1,75 +1,62 @@
# -*- coding: utf-8 -*-
import copy
import os
import tempfile
import unittest
from io import BytesIO
import tempfile
import gridfs
import pytest
import six
from nose.plugins.skip import SkipTest
from mongoengine import *
from mongoengine.connection import get_db
from mongoengine.python_support import StringIO
try:
from PIL import Image # noqa: F401
from PIL import Image
HAS_PIL = True
except ImportError:
HAS_PIL = False
from tests.utils import MongoDBTestCase
require_pil = pytest.mark.skipif(not HAS_PIL, reason="PIL not installed")
TEST_IMAGE_PATH = os.path.join(os.path.dirname(__file__), "mongoengine.png")
TEST_IMAGE2_PATH = os.path.join(os.path.dirname(__file__), "mongodb_leaf.png")
TEST_IMAGE_PATH = os.path.join(os.path.dirname(__file__), 'mongoengine.png')
TEST_IMAGE2_PATH = os.path.join(os.path.dirname(__file__), 'mongodb_leaf.png')
def get_file(path):
"""Use a BytesIO instead of a file to allow
to have a one-liner and avoid that the file remains opened"""
bytes_io = BytesIO()
with open(path, "rb") as f:
bytes_io.write(f.read())
bytes_io.seek(0)
return bytes_io
class FileTest(MongoDBTestCase):
class TestFileField(MongoDBTestCase):
def tearDown(self):
self.db.drop_collection("fs.files")
self.db.drop_collection("fs.chunks")
self.db.drop_collection('fs.files')
self.db.drop_collection('fs.chunks')
def test_file_field_optional(self):
# Make sure FileField is optional and not required
class DemoFile(Document):
the_file = FileField()
DemoFile.objects.create()
def test_file_fields(self):
"""Ensure that file fields can be written to and their data retrieved"""
"""Ensure that file fields can be written to and their data retrieved
"""
class PutFile(Document):
the_file = FileField()
PutFile.drop_collection()
text = b"Hello, World!"
content_type = "text/plain"
text = six.b('Hello, World!')
content_type = 'text/plain'
putfile = PutFile()
putfile.the_file.put(text, content_type=content_type, filename="hello")
putfile.save()
result = PutFile.objects.first()
assert putfile == result
assert (
"%s" % result.the_file
== "<GridFSProxy: hello (%s)>" % result.the_file.grid_id
)
assert result.the_file.read() == text
assert result.the_file.content_type == content_type
self.assertTrue(putfile == result)
self.assertEqual("%s" % result.the_file, "<GridFSProxy: hello>")
self.assertEqual(result.the_file.read(), text)
self.assertEqual(result.the_file.content_type, content_type)
result.the_file.delete() # Remove file from GridFS
PutFile.objects.delete()
@ -77,29 +64,29 @@ class TestFileField(MongoDBTestCase):
PutFile.drop_collection()
putfile = PutFile()
putstring = BytesIO()
putstring = StringIO()
putstring.write(text)
putstring.seek(0)
putfile.the_file.put(putstring, content_type=content_type)
putfile.save()
result = PutFile.objects.first()
assert putfile == result
assert result.the_file.read() == text
assert result.the_file.content_type == content_type
self.assertTrue(putfile == result)
self.assertEqual(result.the_file.read(), text)
self.assertEqual(result.the_file.content_type, content_type)
result.the_file.delete()
def test_file_fields_stream(self):
"""Ensure that file fields can be written to and their data retrieved"""
"""Ensure that file fields can be written to and their data retrieved
"""
class StreamFile(Document):
the_file = FileField()
StreamFile.drop_collection()
text = b"Hello, World!"
more_text = b"Foo Bar"
content_type = "text/plain"
text = six.b('Hello, World!')
more_text = six.b('Foo Bar')
content_type = 'text/plain'
streamfile = StreamFile()
streamfile.the_file.new_file(content_type=content_type)
@ -109,32 +96,32 @@ class TestFileField(MongoDBTestCase):
streamfile.save()
result = StreamFile.objects.first()
assert streamfile == result
assert result.the_file.read() == text + more_text
assert result.the_file.content_type == content_type
self.assertTrue(streamfile == result)
self.assertEqual(result.the_file.read(), text + more_text)
self.assertEqual(result.the_file.content_type, content_type)
result.the_file.seek(0)
assert result.the_file.tell() == 0
assert result.the_file.read(len(text)) == text
assert result.the_file.tell() == len(text)
assert result.the_file.read(len(more_text)) == more_text
assert result.the_file.tell() == len(text + more_text)
self.assertEqual(result.the_file.tell(), 0)
self.assertEqual(result.the_file.read(len(text)), text)
self.assertEqual(result.the_file.tell(), len(text))
self.assertEqual(result.the_file.read(len(more_text)), more_text)
self.assertEqual(result.the_file.tell(), len(text + more_text))
result.the_file.delete()
# Ensure deleted file returns None
assert result.the_file.read() is None
self.assertTrue(result.the_file.read() is None)
def test_file_fields_stream_after_none(self):
"""Ensure that a file field can be written to after it has been saved as
None
"""
class StreamFile(Document):
the_file = FileField()
StreamFile.drop_collection()
text = b"Hello, World!"
more_text = b"Foo Bar"
text = six.b('Hello, World!')
more_text = six.b('Foo Bar')
content_type = 'text/plain'
streamfile = StreamFile()
streamfile.save()
@ -145,26 +132,27 @@ class TestFileField(MongoDBTestCase):
streamfile.save()
result = StreamFile.objects.first()
assert streamfile == result
assert result.the_file.read() == text + more_text
# assert result.the_file.content_type == content_type
self.assertTrue(streamfile == result)
self.assertEqual(result.the_file.read(), text + more_text)
# self.assertEqual(result.the_file.content_type, content_type)
result.the_file.seek(0)
assert result.the_file.tell() == 0
assert result.the_file.read(len(text)) == text
assert result.the_file.tell() == len(text)
assert result.the_file.read(len(more_text)) == more_text
assert result.the_file.tell() == len(text + more_text)
self.assertEqual(result.the_file.tell(), 0)
self.assertEqual(result.the_file.read(len(text)), text)
self.assertEqual(result.the_file.tell(), len(text))
self.assertEqual(result.the_file.read(len(more_text)), more_text)
self.assertEqual(result.the_file.tell(), len(text + more_text))
result.the_file.delete()
# Ensure deleted file returns None
assert result.the_file.read() is None
self.assertTrue(result.the_file.read() is None)
def test_file_fields_set(self):
class SetFile(Document):
the_file = FileField()
text = b"Hello, World!"
more_text = b"Foo Bar"
text = six.b('Hello, World!')
more_text = six.b('Foo Bar')
SetFile.drop_collection()
@ -173,26 +161,27 @@ class TestFileField(MongoDBTestCase):
setfile.save()
result = SetFile.objects.first()
assert setfile == result
assert result.the_file.read() == text
self.assertTrue(setfile == result)
self.assertEqual(result.the_file.read(), text)
# Try replacing file with new one
result.the_file.replace(more_text)
result.save()
result = SetFile.objects.first()
assert setfile == result
assert result.the_file.read() == more_text
self.assertTrue(setfile == result)
self.assertEqual(result.the_file.read(), more_text)
result.the_file.delete()
def test_file_field_no_default(self):
class GridDocument(Document):
the_file = FileField()
GridDocument.drop_collection()
with tempfile.TemporaryFile() as f:
f.write(b"Hello World!")
f.write(six.b("Hello World!"))
f.flush()
# Test without default
@ -200,34 +189,34 @@ class TestFileField(MongoDBTestCase):
doc_a.save()
doc_b = GridDocument.objects.with_id(doc_a.id)
doc_b.the_file.replace(f, filename="doc_b")
doc_b.the_file.replace(f, filename='doc_b')
doc_b.save()
assert doc_b.the_file.grid_id is not None
self.assertNotEqual(doc_b.the_file.grid_id, None)
# Test it matches
doc_c = GridDocument.objects.with_id(doc_b.id)
assert doc_b.the_file.grid_id == doc_c.the_file.grid_id
self.assertEqual(doc_b.the_file.grid_id, doc_c.the_file.grid_id)
# Test with default
doc_d = GridDocument(the_file=b"")
doc_d = GridDocument(the_file=six.b(''))
doc_d.save()
doc_e = GridDocument.objects.with_id(doc_d.id)
assert doc_d.the_file.grid_id == doc_e.the_file.grid_id
self.assertEqual(doc_d.the_file.grid_id, doc_e.the_file.grid_id)
doc_e.the_file.replace(f, filename="doc_e")
doc_e.the_file.replace(f, filename='doc_e')
doc_e.save()
doc_f = GridDocument.objects.with_id(doc_e.id)
assert doc_e.the_file.grid_id == doc_f.the_file.grid_id
self.assertEqual(doc_e.the_file.grid_id, doc_f.the_file.grid_id)
db = GridDocument._get_db()
grid_fs = gridfs.GridFS(db)
assert ["doc_b", "doc_e"] == grid_fs.list()
self.assertEqual(['doc_b', 'doc_e'], grid_fs.list())
def test_file_uniqueness(self):
"""Ensure that each instance of a FileField is unique"""
"""Ensure that each instance of a FileField is unique
"""
class TestFile(Document):
name = StringField()
the_file = FileField()
@ -235,15 +224,15 @@ class TestFileField(MongoDBTestCase):
# First instance
test_file = TestFile()
test_file.name = "Hello, World!"
test_file.the_file.put(b"Hello, World!")
test_file.the_file.put(six.b('Hello, World!'))
test_file.save()
# Second instance
test_file_dupe = TestFile()
data = test_file_dupe.the_file.read() # Should be None
assert test_file.name != test_file_dupe.name
assert test_file.the_file.read() != data
self.assertTrue(test_file.name != test_file_dupe.name)
self.assertTrue(test_file.the_file.read() != data)
TestFile.drop_collection()
@ -256,65 +245,61 @@ class TestFileField(MongoDBTestCase):
photo = FileField()
Animal.drop_collection()
marmot = Animal(genus="Marmota", family="Sciuridae")
marmot = Animal(genus='Marmota', family='Sciuridae')
marmot_photo_content = get_file(TEST_IMAGE_PATH) # Retrieve a photo from disk
marmot.photo.put(marmot_photo_content, content_type="image/jpeg", foo="bar")
marmot_photo = open(TEST_IMAGE_PATH, 'rb') # Retrieve a photo from disk
marmot.photo.put(marmot_photo, content_type='image/jpeg', foo='bar')
marmot.photo.close()
marmot.save()
marmot = Animal.objects.get()
assert marmot.photo.content_type == "image/jpeg"
assert marmot.photo.foo == "bar"
self.assertEqual(marmot.photo.content_type, 'image/jpeg')
self.assertEqual(marmot.photo.foo, 'bar')
def test_file_reassigning(self):
class TestFile(Document):
the_file = FileField()
TestFile.drop_collection()
test_file = TestFile(the_file=get_file(TEST_IMAGE_PATH)).save()
assert test_file.the_file.get().length == 8313
test_file = TestFile(the_file=open(TEST_IMAGE_PATH, 'rb')).save()
self.assertEqual(test_file.the_file.get().length, 8313)
test_file = TestFile.objects.first()
test_file.the_file = get_file(TEST_IMAGE2_PATH)
test_file.the_file = open(TEST_IMAGE2_PATH, 'rb')
test_file.save()
assert test_file.the_file.get().length == 4971
self.assertEqual(test_file.the_file.get().length, 4971)
def test_file_boolean(self):
"""Ensure that a boolean test of a FileField indicates its presence"""
"""Ensure that a boolean test of a FileField indicates its presence
"""
class TestFile(Document):
the_file = FileField()
TestFile.drop_collection()
test_file = TestFile()
assert not bool(test_file.the_file)
test_file.the_file.put(b"Hello, World!", content_type="text/plain")
self.assertFalse(bool(test_file.the_file))
test_file.the_file.put(six.b('Hello, World!'), content_type='text/plain')
test_file.save()
assert bool(test_file.the_file)
self.assertTrue(bool(test_file.the_file))
test_file = TestFile.objects.first()
assert test_file.the_file.content_type == "text/plain"
self.assertEqual(test_file.the_file.content_type, "text/plain")
def test_file_cmp(self):
"""Test comparing against other types"""
class TestFile(Document):
the_file = FileField()
test_file = TestFile()
assert test_file.the_file not in [{"test": 1}]
self.assertFalse(test_file.the_file in [{"test": 1}])
def test_file_disk_space(self):
"""Test disk space usage when we delete/replace a file"""
""" Test disk space usage when we delete/replace a file """
class TestFile(Document):
the_file = FileField()
text = b"Hello, World!"
content_type = "text/plain"
text = six.b('Hello, World!')
content_type = 'text/plain'
testfile = TestFile()
testfile.the_file.put(text, content_type=content_type, filename="hello")
@ -325,16 +310,16 @@ class TestFileField(MongoDBTestCase):
files = db.fs.files.find()
chunks = db.fs.chunks.find()
assert len(list(files)) == 1
assert len(list(chunks)) == 1
self.assertEquals(len(list(files)), 1)
self.assertEquals(len(list(chunks)), 1)
# Deleting the docoument should delete the files
testfile.delete()
files = db.fs.files.find()
chunks = db.fs.chunks.find()
assert len(list(files)) == 0
assert len(list(chunks)) == 0
self.assertEquals(len(list(files)), 0)
self.assertEquals(len(list(chunks)), 0)
# Test case where we don't store a file in the first place
testfile = TestFile()
@ -342,46 +327,48 @@ class TestFileField(MongoDBTestCase):
files = db.fs.files.find()
chunks = db.fs.chunks.find()
assert len(list(files)) == 0
assert len(list(chunks)) == 0
self.assertEquals(len(list(files)), 0)
self.assertEquals(len(list(chunks)), 0)
testfile.delete()
files = db.fs.files.find()
chunks = db.fs.chunks.find()
assert len(list(files)) == 0
assert len(list(chunks)) == 0
self.assertEquals(len(list(files)), 0)
self.assertEquals(len(list(chunks)), 0)
# Test case where we overwrite the file
testfile = TestFile()
testfile.the_file.put(text, content_type=content_type, filename="hello")
testfile.save()
text = b"Bonjour, World!"
text = six.b('Bonjour, World!')
testfile.the_file.replace(text, content_type=content_type, filename="hello")
testfile.save()
files = db.fs.files.find()
chunks = db.fs.chunks.find()
assert len(list(files)) == 1
assert len(list(chunks)) == 1
self.assertEquals(len(list(files)), 1)
self.assertEquals(len(list(chunks)), 1)
testfile.delete()
files = db.fs.files.find()
chunks = db.fs.chunks.find()
assert len(list(files)) == 0
assert len(list(chunks)) == 0
self.assertEquals(len(list(files)), 0)
self.assertEquals(len(list(chunks)), 0)
@require_pil
def test_image_field(self):
if not HAS_PIL:
raise SkipTest('PIL not installed')
class TestImage(Document):
image = ImageField()
TestImage.drop_collection()
with tempfile.TemporaryFile() as f:
f.write(b"Hello World!")
f.write(six.b("Hello World!"))
f.flush()
t = TestImage()
@ -389,104 +376,112 @@ class TestFileField(MongoDBTestCase):
t.image.put(f)
self.fail("Should have raised an invalidation error")
except ValidationError as e:
assert "%s" % e == "Invalid image: cannot identify image file %s" % f
self.assertEqual("%s" % e, "Invalid image: cannot identify image file %s" % f)
t = TestImage()
t.image.put(get_file(TEST_IMAGE_PATH))
t.image.put(open(TEST_IMAGE_PATH, 'rb'))
t.save()
t = TestImage.objects.first()
assert t.image.format == "PNG"
self.assertEqual(t.image.format, 'PNG')
w, h = t.image.size
assert w == 371
assert h == 76
self.assertEqual(w, 371)
self.assertEqual(h, 76)
t.image.delete()
@require_pil
def test_image_field_reassigning(self):
if not HAS_PIL:
raise SkipTest('PIL not installed')
class TestFile(Document):
the_file = ImageField()
TestFile.drop_collection()
test_file = TestFile(the_file=get_file(TEST_IMAGE_PATH)).save()
assert test_file.the_file.size == (371, 76)
test_file = TestFile(the_file=open(TEST_IMAGE_PATH, 'rb')).save()
self.assertEqual(test_file.the_file.size, (371, 76))
test_file = TestFile.objects.first()
test_file.the_file = get_file(TEST_IMAGE2_PATH)
test_file.the_file = open(TEST_IMAGE2_PATH, 'rb')
test_file.save()
assert test_file.the_file.size == (45, 101)
self.assertEqual(test_file.the_file.size, (45, 101))
@require_pil
def test_image_field_resize(self):
if not HAS_PIL:
raise SkipTest('PIL not installed')
class TestImage(Document):
image = ImageField(size=(185, 37, True))
image = ImageField(size=(185, 37))
TestImage.drop_collection()
t = TestImage()
t.image.put(get_file(TEST_IMAGE_PATH))
t.image.put(open(TEST_IMAGE_PATH, 'rb'))
t.save()
t = TestImage.objects.first()
assert t.image.format == "PNG"
self.assertEqual(t.image.format, 'PNG')
w, h = t.image.size
assert w == 185
assert h == 37
self.assertEqual(w, 185)
self.assertEqual(h, 37)
t.image.delete()
@require_pil
def test_image_field_resize_force(self):
if not HAS_PIL:
raise SkipTest('PIL not installed')
class TestImage(Document):
image = ImageField(size=(185, 37, True))
TestImage.drop_collection()
t = TestImage()
t.image.put(get_file(TEST_IMAGE_PATH))
t.image.put(open(TEST_IMAGE_PATH, 'rb'))
t.save()
t = TestImage.objects.first()
assert t.image.format == "PNG"
self.assertEqual(t.image.format, 'PNG')
w, h = t.image.size
assert w == 185
assert h == 37
self.assertEqual(w, 185)
self.assertEqual(h, 37)
t.image.delete()
@require_pil
def test_image_field_thumbnail(self):
if not HAS_PIL:
raise SkipTest('PIL not installed')
class TestImage(Document):
image = ImageField(thumbnail_size=(92, 18, True))
image = ImageField(thumbnail_size=(92, 18))
TestImage.drop_collection()
t = TestImage()
t.image.put(get_file(TEST_IMAGE_PATH))
t.image.put(open(TEST_IMAGE_PATH, 'rb'))
t.save()
t = TestImage.objects.first()
assert t.image.thumbnail.format == "PNG"
assert t.image.thumbnail.width == 92
assert t.image.thumbnail.height == 18
self.assertEqual(t.image.thumbnail.format, 'PNG')
self.assertEqual(t.image.thumbnail.width, 92)
self.assertEqual(t.image.thumbnail.height, 18)
t.image.delete()
def test_file_multidb(self):
register_connection("test_files", "test_files")
register_connection('test_files', 'test_files')
class TestFile(Document):
name = StringField()
the_file = FileField(db_alias="test_files", collection_name="macumba")
the_file = FileField(db_alias="test_files",
collection_name="macumba")
TestFile.drop_collection()
@ -497,21 +492,23 @@ class TestFileField(MongoDBTestCase):
# First instance
test_file = TestFile()
test_file.name = "Hello, World!"
test_file.the_file.put(b"Hello, World!", name="hello.txt")
test_file.the_file.put(six.b('Hello, World!'),
name="hello.txt")
test_file.save()
data = get_db("test_files").macumba.files.find_one()
assert data.get("name") == "hello.txt"
self.assertEqual(data.get('name'), 'hello.txt')
test_file = TestFile.objects.first()
assert test_file.the_file.read() == b"Hello, World!"
self.assertEqual(test_file.the_file.read(), six.b('Hello, World!'))
test_file = TestFile.objects.first()
test_file.the_file = b"Hello, World!"
test_file.the_file = six.b('HELLO, WORLD!')
test_file.save()
test_file = TestFile.objects.first()
assert test_file.the_file.read() == b"Hello, World!"
self.assertEqual(test_file.the_file.read(),
six.b('HELLO, WORLD!'))
def test_copyable(self):
class PutFile(Document):
@ -519,8 +516,8 @@ class TestFileField(MongoDBTestCase):
PutFile.drop_collection()
text = b"Hello, World!"
content_type = "text/plain"
text = six.b('Hello, World!')
content_type = 'text/plain'
putfile = PutFile()
putfile.the_file.put(text, content_type=content_type)
@ -529,11 +526,14 @@ class TestFileField(MongoDBTestCase):
class TestFile(Document):
name = StringField()
assert putfile == copy.copy(putfile)
assert putfile == copy.deepcopy(putfile)
self.assertEqual(putfile, copy.copy(putfile))
self.assertEqual(putfile, copy.deepcopy(putfile))
@require_pil
def test_get_image_by_grid_id(self):
if not HAS_PIL:
raise SkipTest('PIL not installed')
class TestImage(Document):
image1 = ImageField()
@ -542,14 +542,15 @@ class TestFileField(MongoDBTestCase):
TestImage.drop_collection()
t = TestImage()
t.image1.put(get_file(TEST_IMAGE_PATH))
t.image2.put(get_file(TEST_IMAGE2_PATH))
t.image1.put(open(TEST_IMAGE_PATH, 'rb'))
t.image2.put(open(TEST_IMAGE2_PATH, 'rb'))
t.save()
test = TestImage.objects.first()
grid_id = test.image1.grid_id
assert 1 == TestImage.objects(Q(image1=grid_id) or Q(image2=grid_id)).count()
self.assertEqual(1, TestImage.objects(Q(image1=grid_id)
or Q(image2=grid_id)).count())
def test_complex_field_filefield(self):
"""Ensure you can add meta data to file"""
@ -560,21 +561,22 @@ class TestFileField(MongoDBTestCase):
photos = ListField(FileField())
Animal.drop_collection()
marmot = Animal(genus="Marmota", family="Sciuridae")
marmot = Animal(genus='Marmota', family='Sciuridae')
with open(TEST_IMAGE_PATH, "rb") as marmot_photo: # Retrieve a photo from disk
photos_field = marmot._fields["photos"].field
new_proxy = photos_field.get_proxy_obj("photos", marmot)
new_proxy.put(marmot_photo, content_type="image/jpeg", foo="bar")
marmot_photo = open(TEST_IMAGE_PATH, 'rb') # Retrieve a photo from disk
photos_field = marmot._fields['photos'].field
new_proxy = photos_field.get_proxy_obj('photos', marmot)
new_proxy.put(marmot_photo, content_type='image/jpeg', foo='bar')
marmot_photo.close()
marmot.photos.append(new_proxy)
marmot.save()
marmot = Animal.objects.get()
assert marmot.photos[0].content_type == "image/jpeg"
assert marmot.photos[0].foo == "bar"
assert marmot.photos[0].get().length == 8313
self.assertEqual(marmot.photos[0].content_type, 'image/jpeg')
self.assertEqual(marmot.photos[0].foo, 'bar')
self.assertEqual(marmot.photos[0].get().length, 8313)
if __name__ == "__main__":
if __name__ == '__main__':
unittest.main()

View File

@ -1,23 +1,31 @@
# -*- coding: utf-8 -*-
import unittest
from mongoengine import *
from tests.utils import MongoDBTestCase
from mongoengine.connection import get_db
__all__ = ("GeoFieldTest", )
class TestGeoField(MongoDBTestCase):
class GeoFieldTest(unittest.TestCase):
def setUp(self):
connect(db='mongoenginetest')
self.db = get_db()
def _test_for_expected_error(self, Cls, loc, expected):
try:
Cls(loc=loc).validate()
self.fail(f"Should not validate the location {loc}")
self.fail('Should not validate the location {0}'.format(loc))
except ValidationError as e:
assert expected == e.to_dict()["loc"]
self.assertEqual(expected, e.to_dict()['loc'])
def test_geopoint_validation(self):
class Location(Document):
loc = GeoPointField()
invalid_coords = [{"x": 1, "y": 2}, 5, "a"]
expected = "GeoPointField can only accept tuples or lists of (x, y)"
expected = 'GeoPointField can only accept tuples or lists of (x, y)'
for coord in invalid_coords:
self._test_for_expected_error(Location, coord, expected)
@ -32,19 +40,12 @@ class TestGeoField(MongoDBTestCase):
expected = "Both values (%s) in point must be float or int" % repr(coord)
self._test_for_expected_error(Location, coord, expected)
invalid_coords = [21, 4, "a"]
for coord in invalid_coords:
expected = "GeoPointField can only accept tuples or lists of (x, y)"
self._test_for_expected_error(Location, coord, expected)
def test_point_validation(self):
class Location(Document):
loc = PointField()
invalid_coords = {"x": 1, "y": 2}
expected = (
"PointField can only accept a valid GeoJson dictionary or lists of (x, y)"
)
expected = 'PointField can only accept a valid GeoJson dictionary or lists of (x, y)'
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = {"type": "MadeUp", "coordinates": []}
@ -71,16 +72,19 @@ class TestGeoField(MongoDBTestCase):
self._test_for_expected_error(Location, coord, expected)
Location(loc=[1, 2]).validate()
Location(
loc={"type": "Point", "coordinates": [81.4471435546875, 23.61432859499169]}
).validate()
Location(loc={
"type": "Point",
"coordinates": [
81.4471435546875,
23.61432859499169
]}).validate()
def test_linestring_validation(self):
class Location(Document):
loc = LineStringField()
invalid_coords = {"x": 1, "y": 2}
expected = "LineStringField can only accept a valid GeoJson dictionary or lists of (x, y)"
expected = 'LineStringField can only accept a valid GeoJson dictionary or lists of (x, y)'
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = {"type": "MadeUp", "coordinates": [[]]}
@ -88,9 +92,7 @@ class TestGeoField(MongoDBTestCase):
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = {"type": "LineString", "coordinates": [[1, 2, 3]]}
expected = (
"Invalid LineString:\nValue ([1, 2, 3]) must be a two-dimensional point"
)
expected = "Invalid LineString:\nValue ([1, 2, 3]) must be a two-dimensional point"
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [5, "a"]
@ -98,25 +100,16 @@ class TestGeoField(MongoDBTestCase):
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[1]]
expected = (
"Invalid LineString:\nValue (%s) must be a two-dimensional point"
% repr(invalid_coords[0])
)
expected = "Invalid LineString:\nValue (%s) must be a two-dimensional point" % repr(invalid_coords[0])
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[1, 2, 3]]
expected = (
"Invalid LineString:\nValue (%s) must be a two-dimensional point"
% repr(invalid_coords[0])
)
expected = "Invalid LineString:\nValue (%s) must be a two-dimensional point" % repr(invalid_coords[0])
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[[{}, {}]], [("a", "b")]]
for coord in invalid_coords:
expected = (
"Invalid LineString:\nBoth values (%s) in point must be float or int"
% repr(coord[0])
)
expected = "Invalid LineString:\nBoth values (%s) in point must be float or int" % repr(coord[0])
self._test_for_expected_error(Location, coord, expected)
Location(loc=[[1, 2], [3, 4], [5, 6], [1, 2]]).validate()
@ -126,9 +119,7 @@ class TestGeoField(MongoDBTestCase):
loc = PolygonField()
invalid_coords = {"x": 1, "y": 2}
expected = (
"PolygonField can only accept a valid GeoJson dictionary or lists of (x, y)"
)
expected = 'PolygonField can only accept a valid GeoJson dictionary or lists of (x, y)'
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = {"type": "MadeUp", "coordinates": [[]]}
@ -140,9 +131,7 @@ class TestGeoField(MongoDBTestCase):
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[[5, "a"]]]
expected = (
"Invalid Polygon:\nBoth values ([5, 'a']) in point must be float or int"
)
expected = "Invalid Polygon:\nBoth values ([5, 'a']) in point must be float or int"
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[[]]]
@ -168,7 +157,7 @@ class TestGeoField(MongoDBTestCase):
loc = MultiPointField()
invalid_coords = {"x": 1, "y": 2}
expected = "MultiPointField can only accept a valid GeoJson dictionary or lists of (x, y)"
expected = 'MultiPointField can only accept a valid GeoJson dictionary or lists of (x, y)'
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = {"type": "MadeUp", "coordinates": [[]]}
@ -194,19 +183,19 @@ class TestGeoField(MongoDBTestCase):
self._test_for_expected_error(Location, coord, expected)
Location(loc=[[1, 2]]).validate()
Location(
loc={
"type": "MultiPoint",
"coordinates": [[1, 2], [81.4471435546875, 23.61432859499169]],
}
).validate()
Location(loc={
"type": "MultiPoint",
"coordinates": [
[1, 2],
[81.4471435546875, 23.61432859499169]
]}).validate()
def test_multilinestring_validation(self):
class Location(Document):
loc = MultiLineStringField()
invalid_coords = {"x": 1, "y": 2}
expected = "MultiLineStringField can only accept a valid GeoJson dictionary or lists of (x, y)"
expected = 'MultiLineStringField can only accept a valid GeoJson dictionary or lists of (x, y)'
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = {"type": "MadeUp", "coordinates": [[]]}
@ -222,25 +211,16 @@ class TestGeoField(MongoDBTestCase):
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[[1]]]
expected = (
"Invalid MultiLineString:\nValue (%s) must be a two-dimensional point"
% repr(invalid_coords[0][0])
)
expected = "Invalid MultiLineString:\nValue (%s) must be a two-dimensional point" % repr(invalid_coords[0][0])
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[[1, 2, 3]]]
expected = (
"Invalid MultiLineString:\nValue (%s) must be a two-dimensional point"
% repr(invalid_coords[0][0])
)
expected = "Invalid MultiLineString:\nValue (%s) must be a two-dimensional point" % repr(invalid_coords[0][0])
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[[[{}, {}]]], [[("a", "b")]]]
for coord in invalid_coords:
expected = (
"Invalid MultiLineString:\nBoth values (%s) in point must be float or int"
% repr(coord[0][0])
)
expected = "Invalid MultiLineString:\nBoth values (%s) in point must be float or int" % repr(coord[0][0])
self._test_for_expected_error(Location, coord, expected)
Location(loc=[[[1, 2], [3, 4], [5, 6], [1, 2]]]).validate()
@ -250,7 +230,7 @@ class TestGeoField(MongoDBTestCase):
loc = MultiPolygonField()
invalid_coords = {"x": 1, "y": 2}
expected = "MultiPolygonField can only accept a valid GeoJson dictionary or lists of (x, y)"
expected = 'MultiPolygonField can only accept a valid GeoJson dictionary or lists of (x, y)'
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = {"type": "MadeUp", "coordinates": [[]]}
@ -258,9 +238,7 @@ class TestGeoField(MongoDBTestCase):
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = {"type": "MultiPolygon", "coordinates": [[[[1, 2, 3]]]]}
expected = (
"Invalid MultiPolygon:\nValue ([1, 2, 3]) must be a two-dimensional point"
)
expected = "Invalid MultiPolygon:\nValue ([1, 2, 3]) must be a two-dimensional point"
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[[[5, "a"]]]]
@ -272,9 +250,7 @@ class TestGeoField(MongoDBTestCase):
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[[[1, 2, 3]]]]
expected = (
"Invalid MultiPolygon:\nValue ([1, 2, 3]) must be a two-dimensional point"
)
expected = "Invalid MultiPolygon:\nValue ([1, 2, 3]) must be a two-dimensional point"
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[[[{}, {}]]], [[("a", "b")]]]
@ -282,28 +258,25 @@ class TestGeoField(MongoDBTestCase):
self._test_for_expected_error(Location, invalid_coords, expected)
invalid_coords = [[[[1, 2], [3, 4]]]]
expected = (
"Invalid MultiPolygon:\nLineStrings must start and end at the same point"
)
expected = "Invalid MultiPolygon:\nLineStrings must start and end at the same point"
self._test_for_expected_error(Location, invalid_coords, expected)
Location(loc=[[[[1, 2], [3, 4], [5, 6], [1, 2]]]]).validate()
def test_indexes_geopoint(self):
"""Ensure that indexes are created automatically for GeoPointFields."""
"""Ensure that indexes are created automatically for GeoPointFields.
"""
class Event(Document):
title = StringField()
location = GeoPointField()
geo_indicies = Event._geo_indices()
assert geo_indicies == [{"fields": [("location", "2d")]}]
self.assertEqual(geo_indicies, [{'fields': [('location', '2d')]}])
def test_geopoint_embedded_indexes(self):
"""Ensure that indexes are created automatically for GeoPointFields on
embedded documents.
"""
class Venue(EmbeddedDocument):
location = GeoPointField()
name = StringField()
@ -313,11 +286,11 @@ class TestGeoField(MongoDBTestCase):
venue = EmbeddedDocumentField(Venue)
geo_indicies = Event._geo_indices()
assert geo_indicies == [{"fields": [("venue.location", "2d")]}]
self.assertEqual(geo_indicies, [{'fields': [('venue.location', '2d')]}])
def test_indexes_2dsphere(self):
"""Ensure that indexes are created automatically for GeoPointFields."""
"""Ensure that indexes are created automatically for GeoPointFields.
"""
class Event(Document):
title = StringField()
point = PointField()
@ -325,13 +298,13 @@ class TestGeoField(MongoDBTestCase):
polygon = PolygonField()
geo_indicies = Event._geo_indices()
assert {"fields": [("line", "2dsphere")]} in geo_indicies
assert {"fields": [("polygon", "2dsphere")]} in geo_indicies
assert {"fields": [("point", "2dsphere")]} in geo_indicies
self.assertTrue({'fields': [('line', '2dsphere')]} in geo_indicies)
self.assertTrue({'fields': [('polygon', '2dsphere')]} in geo_indicies)
self.assertTrue({'fields': [('point', '2dsphere')]} in geo_indicies)
def test_indexes_2dsphere_embedded(self):
"""Ensure that indexes are created automatically for GeoPointFields."""
"""Ensure that indexes are created automatically for GeoPointFields.
"""
class Venue(EmbeddedDocument):
name = StringField()
point = PointField()
@ -343,11 +316,12 @@ class TestGeoField(MongoDBTestCase):
venue = EmbeddedDocumentField(Venue)
geo_indicies = Event._geo_indices()
assert {"fields": [("venue.line", "2dsphere")]} in geo_indicies
assert {"fields": [("venue.polygon", "2dsphere")]} in geo_indicies
assert {"fields": [("venue.point", "2dsphere")]} in geo_indicies
self.assertTrue({'fields': [('venue.line', '2dsphere')]} in geo_indicies)
self.assertTrue({'fields': [('venue.polygon', '2dsphere')]} in geo_indicies)
self.assertTrue({'fields': [('venue.point', '2dsphere')]} in geo_indicies)
def test_geo_indexes_recursion(self):
class Location(Document):
name = StringField()
location = GeoPointField()
@ -359,14 +333,14 @@ class TestGeoField(MongoDBTestCase):
Location.drop_collection()
Parent.drop_collection()
Parent(name="Berlin").save()
Parent(name='Berlin').save()
info = Parent._get_collection().index_information()
assert "location_2d" not in info
self.assertFalse('location_2d' in info)
info = Location._get_collection().index_information()
assert "location_2d" in info
self.assertTrue('location_2d' in info)
assert len(Parent._geo_indices()) == 0
assert len(Location._geo_indices()) == 1
self.assertEqual(len(Parent._geo_indices()), 0)
self.assertEqual(len(Location._geo_indices()), 1)
def test_geo_indexes_auto_index(self):
@ -375,18 +349,18 @@ class TestGeoField(MongoDBTestCase):
location = PointField(auto_index=False)
datetime = DateTimeField()
meta = {"indexes": [[("location", "2dsphere"), ("datetime", 1)]]}
meta = {
'indexes': [[("location", "2dsphere"), ("datetime", 1)]]
}
assert Log._geo_indices() == []
self.assertEqual([], Log._geo_indices())
Log.drop_collection()
Log.ensure_indexes()
info = Log._get_collection().index_information()
assert info["location_2dsphere_datetime_1"]["key"] == [
("location", "2dsphere"),
("datetime", 1),
]
self.assertEqual(info["location_2dsphere_datetime_1"]["key"],
[('location', '2dsphere'), ('datetime', 1)])
# Test listing explicitly
class Log(Document):
@ -394,20 +368,20 @@ class TestGeoField(MongoDBTestCase):
datetime = DateTimeField()
meta = {
"indexes": [{"fields": [("location", "2dsphere"), ("datetime", 1)]}]
'indexes': [
{'fields': [("location", "2dsphere"), ("datetime", 1)]}
]
}
assert Log._geo_indices() == []
self.assertEqual([], Log._geo_indices())
Log.drop_collection()
Log.ensure_indexes()
info = Log._get_collection().index_information()
assert info["location_2dsphere_datetime_1"]["key"] == [
("location", "2dsphere"),
("datetime", 1),
]
self.assertEqual(info["location_2dsphere_datetime_1"]["key"],
[('location', '2dsphere'), ('datetime', 1)])
if __name__ == "__main__":
if __name__ == '__main__':
unittest.main()

View File

@ -1,140 +0,0 @@
import uuid
import pytest
from bson import Binary
from mongoengine import *
from tests.utils import MongoDBTestCase
BIN_VALUE = "\xa9\xf3\x8d(\xd7\x03\x84\xb4k[\x0f\xe3\xa2\x19\x85p[J\xa3\xd2>\xde\xe6\x87\xb1\x7f\xc6\xe6\xd9r\x18\xf5".encode(
"latin-1"
)
class TestBinaryField(MongoDBTestCase):
def test_binary_fields(self):
"""Ensure that binary fields can be stored and retrieved."""
class Attachment(Document):
content_type = StringField()
blob = BinaryField()
BLOB = b"\xe6\x00\xc4\xff\x07"
MIME_TYPE = "application/octet-stream"
Attachment.drop_collection()
attachment = Attachment(content_type=MIME_TYPE, blob=BLOB)
attachment.save()
attachment_1 = Attachment.objects().first()
assert MIME_TYPE == attachment_1.content_type
assert BLOB == bytes(attachment_1.blob)
def test_validation_succeeds(self):
"""Ensure that valid values can be assigned to binary fields."""
class AttachmentRequired(Document):
blob = BinaryField(required=True)
class AttachmentSizeLimit(Document):
blob = BinaryField(max_bytes=4)
attachment_required = AttachmentRequired()
with pytest.raises(ValidationError):
attachment_required.validate()
attachment_required.blob = Binary(b"\xe6\x00\xc4\xff\x07")
attachment_required.validate()
_5_BYTES = b"\xe6\x00\xc4\xff\x07"
_4_BYTES = b"\xe6\x00\xc4\xff"
with pytest.raises(ValidationError):
AttachmentSizeLimit(blob=_5_BYTES).validate()
AttachmentSizeLimit(blob=_4_BYTES).validate()
def test_validation_fails(self):
"""Ensure that invalid values cannot be assigned to binary fields."""
class Attachment(Document):
blob = BinaryField()
for invalid_data in (2, "Im_a_unicode", ["some_str"]):
with pytest.raises(ValidationError):
Attachment(blob=invalid_data).validate()
def test__primary(self):
class Attachment(Document):
id = BinaryField(primary_key=True)
Attachment.drop_collection()
binary_id = uuid.uuid4().bytes
att = Attachment(id=binary_id).save()
assert 1 == Attachment.objects.count()
assert 1 == Attachment.objects.filter(id=att.id).count()
att.delete()
assert 0 == Attachment.objects.count()
def test_primary_filter_by_binary_pk_as_str(self):
class Attachment(Document):
id = BinaryField(primary_key=True)
Attachment.drop_collection()
binary_id = uuid.uuid4().bytes
att = Attachment(id=binary_id).save()
assert 1 == Attachment.objects.filter(id=binary_id).count()
att.delete()
assert 0 == Attachment.objects.count()
def test_match_querying_with_bytes(self):
class MyDocument(Document):
bin_field = BinaryField()
MyDocument.drop_collection()
doc = MyDocument(bin_field=BIN_VALUE).save()
matched_doc = MyDocument.objects(bin_field=BIN_VALUE).first()
assert matched_doc.id == doc.id
def test_match_querying_with_binary(self):
class MyDocument(Document):
bin_field = BinaryField()
MyDocument.drop_collection()
doc = MyDocument(bin_field=BIN_VALUE).save()
matched_doc = MyDocument.objects(bin_field=Binary(BIN_VALUE)).first()
assert matched_doc.id == doc.id
def test_modify_operation__set(self):
"""Ensures no regression of bug #1127"""
class MyDocument(Document):
some_field = StringField()
bin_field = BinaryField()
MyDocument.drop_collection()
doc = MyDocument.objects(some_field="test").modify(
upsert=True, new=True, set__bin_field=BIN_VALUE
)
assert doc.some_field == "test"
assert doc.bin_field == BIN_VALUE
def test_update_one(self):
"""Ensures no regression of bug #1127"""
class MyDocument(Document):
bin_field = BinaryField()
MyDocument.drop_collection()
bin_data = b"\xe6\x00\xc4\xff\x07"
doc = MyDocument(bin_field=bin_data).save()
n_updated = MyDocument.objects(bin_field=bin_data).update_one(
bin_field=BIN_VALUE
)
assert n_updated == 1
fetched = MyDocument.objects.with_id(doc.id)
assert fetched.bin_field == BIN_VALUE

View File

@ -1,62 +0,0 @@
import pytest
from mongoengine import *
from tests.utils import MongoDBTestCase, get_as_pymongo
class TestBooleanField(MongoDBTestCase):
def test_storage(self):
class Person(Document):
admin = BooleanField()
person = Person(admin=True)
person.save()
assert get_as_pymongo(person) == {"_id": person.id, "admin": True}
def test_construction_does_not_fail_uncastable_value(self):
class BoolFail:
def __bool__(self):
return "bogus"
class Person(Document):
admin = BooleanField()
person = Person(admin=BoolFail())
person.admin == "bogus"
def test_validation(self):
"""Ensure that invalid values cannot be assigned to boolean
fields.
"""
class Person(Document):
admin = BooleanField()
person = Person()
person.admin = True
person.validate()
person.admin = 2
with pytest.raises(ValidationError):
person.validate()
person.admin = "Yes"
with pytest.raises(ValidationError):
person.validate()
person.admin = "False"
with pytest.raises(ValidationError):
person.validate()
def test_weirdness_constructor(self):
"""When attribute is set in contructor, it gets cast into a bool
which causes some weird behavior. We dont necessarily want to maintain this behavior
but its a known issue
"""
class Person(Document):
admin = BooleanField()
new_person = Person(admin="False")
assert new_person.admin
new_person = Person(admin="0")
assert new_person.admin

View File

@ -1,393 +0,0 @@
from decimal import Decimal
import pytest
from mongoengine import (
CachedReferenceField,
DecimalField,
Document,
EmbeddedDocument,
EmbeddedDocumentField,
InvalidDocumentError,
ListField,
ReferenceField,
StringField,
ValidationError,
)
from tests.utils import MongoDBTestCase
class TestCachedReferenceField(MongoDBTestCase):
def test_constructor_fail_bad_document_type(self):
with pytest.raises(
ValidationError, match="must be a document class or a string"
):
CachedReferenceField(document_type=0)
def test_get_and_save(self):
"""
Tests #1047: CachedReferenceField creates DBRefs on to_python,
but can't save them on to_mongo.
"""
class Animal(Document):
name = StringField()
tag = StringField()
class Ocorrence(Document):
person = StringField()
animal = CachedReferenceField(Animal)
Animal.drop_collection()
Ocorrence.drop_collection()
Ocorrence(
person="testte", animal=Animal(name="Leopard", tag="heavy").save()
).save()
p = Ocorrence.objects.get()
p.person = "new_testte"
p.save()
def test_general_things(self):
class Animal(Document):
name = StringField()
tag = StringField()
class Ocorrence(Document):
person = StringField()
animal = CachedReferenceField(Animal, fields=["tag"])
Animal.drop_collection()
Ocorrence.drop_collection()
a = Animal(name="Leopard", tag="heavy")
a.save()
assert Animal._cached_reference_fields == [Ocorrence.animal]
o = Ocorrence(person="teste", animal=a)
o.save()
p = Ocorrence(person="Wilson")
p.save()
assert Ocorrence.objects(animal=None).count() == 1
assert a.to_mongo(fields=["tag"]) == {"tag": "heavy", "_id": a.pk}
assert o.to_mongo()["animal"]["tag"] == "heavy"
# counts
Ocorrence(person="teste 2").save()
Ocorrence(person="teste 3").save()
count = Ocorrence.objects(animal__tag="heavy").count()
assert count == 1
ocorrence = Ocorrence.objects(animal__tag="heavy").first()
assert ocorrence.person == "teste"
assert isinstance(ocorrence.animal, Animal)
def test_with_decimal(self):
class PersonAuto(Document):
name = StringField()
salary = DecimalField()
class SocialTest(Document):
group = StringField()
person = CachedReferenceField(PersonAuto, fields=("salary",))
PersonAuto.drop_collection()
SocialTest.drop_collection()
p = PersonAuto(name="Alberto", salary=Decimal("7000.00"))
p.save()
s = SocialTest(group="dev", person=p)
s.save()
assert SocialTest.objects._collection.find_one({"person.salary": 7000.00}) == {
"_id": s.pk,
"group": s.group,
"person": {"_id": p.pk, "salary": 7000.00},
}
def test_cached_reference_field_reference(self):
class Group(Document):
name = StringField()
class Person(Document):
name = StringField()
group = ReferenceField(Group)
class SocialData(Document):
obs = StringField()
tags = ListField(StringField())
person = CachedReferenceField(Person, fields=("group",))
Group.drop_collection()
Person.drop_collection()
SocialData.drop_collection()
g1 = Group(name="dev")
g1.save()
g2 = Group(name="designers")
g2.save()
p1 = Person(name="Alberto", group=g1)
p1.save()
p2 = Person(name="Andre", group=g1)
p2.save()
p3 = Person(name="Afro design", group=g2)
p3.save()
s1 = SocialData(obs="testing 123", person=p1, tags=["tag1", "tag2"])
s1.save()
s2 = SocialData(obs="testing 321", person=p3, tags=["tag3", "tag4"])
s2.save()
assert SocialData.objects._collection.find_one({"tags": "tag2"}) == {
"_id": s1.pk,
"obs": "testing 123",
"tags": ["tag1", "tag2"],
"person": {"_id": p1.pk, "group": g1.pk},
}
assert SocialData.objects(person__group=g2).count() == 1
assert SocialData.objects(person__group=g2).first() == s2
def test_cached_reference_field_push_with_fields(self):
class Product(Document):
name = StringField()
Product.drop_collection()
class Basket(Document):
products = ListField(CachedReferenceField(Product, fields=["name"]))
Basket.drop_collection()
product1 = Product(name="abc").save()
product2 = Product(name="def").save()
basket = Basket(products=[product1]).save()
assert Basket.objects._collection.find_one() == {
"_id": basket.pk,
"products": [{"_id": product1.pk, "name": product1.name}],
}
# push to list
basket.update(push__products=product2)
basket.reload()
assert Basket.objects._collection.find_one() == {
"_id": basket.pk,
"products": [
{"_id": product1.pk, "name": product1.name},
{"_id": product2.pk, "name": product2.name},
],
}
def test_cached_reference_field_update_all(self):
class Person(Document):
TYPES = (("pf", "PF"), ("pj", "PJ"))
name = StringField()
tp = StringField(choices=TYPES)
father = CachedReferenceField("self", fields=("tp",))
Person.drop_collection()
a1 = Person(name="Wilson Father", tp="pj")
a1.save()
a2 = Person(name="Wilson Junior", tp="pf", father=a1)
a2.save()
a2 = Person.objects.with_id(a2.id)
assert a2.father.tp == a1.tp
assert dict(a2.to_mongo()) == {
"_id": a2.pk,
"name": "Wilson Junior",
"tp": "pf",
"father": {"_id": a1.pk, "tp": "pj"},
}
assert Person.objects(father=a1)._query == {"father._id": a1.pk}
assert Person.objects(father=a1).count() == 1
Person.objects.update(set__tp="pf")
Person.father.sync_all()
a2.reload()
assert dict(a2.to_mongo()) == {
"_id": a2.pk,
"name": "Wilson Junior",
"tp": "pf",
"father": {"_id": a1.pk, "tp": "pf"},
}
def test_cached_reference_fields_on_embedded_documents(self):
with pytest.raises(InvalidDocumentError):
class Test(Document):
name = StringField()
type(
"WrongEmbeddedDocument",
(EmbeddedDocument,),
{"test": CachedReferenceField(Test)},
)
def test_cached_reference_auto_sync(self):
class Person(Document):
TYPES = (("pf", "PF"), ("pj", "PJ"))
name = StringField()
tp = StringField(choices=TYPES)
father = CachedReferenceField("self", fields=("tp",))
Person.drop_collection()
a1 = Person(name="Wilson Father", tp="pj")
a1.save()
a2 = Person(name="Wilson Junior", tp="pf", father=a1)
a2.save()
a1.tp = "pf"
a1.save()
a2.reload()
assert dict(a2.to_mongo()) == {
"_id": a2.pk,
"name": "Wilson Junior",
"tp": "pf",
"father": {"_id": a1.pk, "tp": "pf"},
}
def test_cached_reference_auto_sync_disabled(self):
class Persone(Document):
TYPES = (("pf", "PF"), ("pj", "PJ"))
name = StringField()
tp = StringField(choices=TYPES)
father = CachedReferenceField("self", fields=("tp",), auto_sync=False)
Persone.drop_collection()
a1 = Persone(name="Wilson Father", tp="pj")
a1.save()
a2 = Persone(name="Wilson Junior", tp="pf", father=a1)
a2.save()
a1.tp = "pf"
a1.save()
assert Persone.objects._collection.find_one({"_id": a2.pk}) == {
"_id": a2.pk,
"name": "Wilson Junior",
"tp": "pf",
"father": {"_id": a1.pk, "tp": "pj"},
}
def test_cached_reference_embedded_fields(self):
class Owner(EmbeddedDocument):
TPS = (("n", "Normal"), ("u", "Urgent"))
name = StringField()
tp = StringField(verbose_name="Type", db_field="t", choices=TPS)
class Animal(Document):
name = StringField()
tag = StringField()
owner = EmbeddedDocumentField(Owner)
class Ocorrence(Document):
person = StringField()
animal = CachedReferenceField(Animal, fields=["tag", "owner.tp"])
Animal.drop_collection()
Ocorrence.drop_collection()
a = Animal(
name="Leopard", tag="heavy", owner=Owner(tp="u", name="Wilson Júnior")
)
a.save()
o = Ocorrence(person="teste", animal=a)
o.save()
assert dict(a.to_mongo(fields=["tag", "owner.tp"])) == {
"_id": a.pk,
"tag": "heavy",
"owner": {"t": "u"},
}
assert o.to_mongo()["animal"]["tag"] == "heavy"
assert o.to_mongo()["animal"]["owner"]["t"] == "u"
# Check to_mongo with fields
assert "animal" not in o.to_mongo(fields=["person"])
# counts
Ocorrence(person="teste 2").save()
Ocorrence(person="teste 3").save()
count = Ocorrence.objects(animal__tag="heavy", animal__owner__tp="u").count()
assert count == 1
ocorrence = Ocorrence.objects(
animal__tag="heavy", animal__owner__tp="u"
).first()
assert ocorrence.person == "teste"
assert isinstance(ocorrence.animal, Animal)
def test_cached_reference_embedded_list_fields(self):
class Owner(EmbeddedDocument):
name = StringField()
tags = ListField(StringField())
class Animal(Document):
name = StringField()
tag = StringField()
owner = EmbeddedDocumentField(Owner)
class Ocorrence(Document):
person = StringField()
animal = CachedReferenceField(Animal, fields=["tag", "owner.tags"])
Animal.drop_collection()
Ocorrence.drop_collection()
a = Animal(
name="Leopard",
tag="heavy",
owner=Owner(tags=["cool", "funny"], name="Wilson Júnior"),
)
a.save()
o = Ocorrence(person="teste 2", animal=a)
o.save()
assert dict(a.to_mongo(fields=["tag", "owner.tags"])) == {
"_id": a.pk,
"tag": "heavy",
"owner": {"tags": ["cool", "funny"]},
}
assert o.to_mongo()["animal"]["tag"] == "heavy"
assert o.to_mongo()["animal"]["owner"]["tags"] == ["cool", "funny"]
# counts
Ocorrence(person="teste 2").save()
Ocorrence(person="teste 3").save()
query = Ocorrence.objects(
animal__tag="heavy", animal__owner__tags="cool"
)._query
assert query == {"animal.owner.tags": "cool", "animal.tag": "heavy"}
ocorrence = Ocorrence.objects(
animal__tag="heavy", animal__owner__tags="cool"
).first()
assert ocorrence.person == "teste 2"
assert isinstance(ocorrence.animal, Animal)

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@ -1,208 +0,0 @@
import datetime
import itertools
import math
import re
import pytest
from mongoengine import *
from tests.utils import MongoDBTestCase
class ComplexDateTimeFieldTest(MongoDBTestCase):
def test_complexdatetime_storage(self):
"""Tests for complex datetime fields - which can handle
microseconds without rounding.
"""
class LogEntry(Document):
date = ComplexDateTimeField()
date_with_dots = ComplexDateTimeField(separator=".")
LogEntry.drop_collection()
# Post UTC - microseconds are rounded (down) nearest millisecond and
# dropped - with default datetimefields
d1 = datetime.datetime(1970, 1, 1, 0, 0, 1, 999)
log = LogEntry()
log.date = d1
log.save()
log.reload()
assert log.date == d1
# Post UTC - microseconds are rounded (down) nearest millisecond - with
# default datetimefields
d1 = datetime.datetime(1970, 1, 1, 0, 0, 1, 9999)
log.date = d1
log.save()
log.reload()
assert log.date == d1
# Pre UTC dates microseconds below 1000 are dropped - with default
# datetimefields
d1 = datetime.datetime(1969, 12, 31, 23, 59, 59, 999)
log.date = d1
log.save()
log.reload()
assert log.date == d1
# Pre UTC microseconds above 1000 is wonky - with default datetimefields
# log.date has an invalid microsecond value so I can't construct
# a date to compare.
for i in range(1001, 3113, 33):
d1 = datetime.datetime(1969, 12, 31, 23, 59, 59, i)
log.date = d1
log.save()
log.reload()
assert log.date == d1
log1 = LogEntry.objects.get(date=d1)
assert log == log1
# Test string padding
microsecond = map(int, (math.pow(10, x) for x in range(6)))
mm = dd = hh = ii = ss = [1, 10]
for values in itertools.product([2014], mm, dd, hh, ii, ss, microsecond):
stored = LogEntry(date=datetime.datetime(*values)).to_mongo()["date"]
assert (
re.match(r"^\d{4},\d{2},\d{2},\d{2},\d{2},\d{2},\d{6}$", stored)
is not None
)
# Test separator
stored = LogEntry(date_with_dots=datetime.datetime(2014, 1, 1)).to_mongo()[
"date_with_dots"
]
assert (
re.match(r"^\d{4}.\d{2}.\d{2}.\d{2}.\d{2}.\d{2}.\d{6}$", stored) is not None
)
def test_complexdatetime_usage(self):
"""Tests for complex datetime fields - which can handle
microseconds without rounding.
"""
class LogEntry(Document):
date = ComplexDateTimeField()
LogEntry.drop_collection()
d1 = datetime.datetime(1950, 1, 1, 0, 0, 1, 999)
log = LogEntry()
log.date = d1
log.save()
log1 = LogEntry.objects.get(date=d1)
assert log == log1
# create extra 59 log entries for a total of 60
for i in range(1951, 2010):
d = datetime.datetime(i, 1, 1, 0, 0, 1, 999)
LogEntry(date=d).save()
assert LogEntry.objects.count() == 60
# Test ordering
logs = LogEntry.objects.order_by("date")
i = 0
while i < 59:
assert logs[i].date <= logs[i + 1].date
i += 1
logs = LogEntry.objects.order_by("-date")
i = 0
while i < 59:
assert logs[i].date >= logs[i + 1].date
i += 1
# Test searching
logs = LogEntry.objects.filter(date__gte=datetime.datetime(1980, 1, 1))
assert logs.count() == 30
logs = LogEntry.objects.filter(date__lte=datetime.datetime(1980, 1, 1))
assert logs.count() == 30
logs = LogEntry.objects.filter(
date__lte=datetime.datetime(2011, 1, 1),
date__gte=datetime.datetime(2000, 1, 1),
)
assert logs.count() == 10
LogEntry.drop_collection()
# Test microsecond-level ordering/filtering
for microsecond in (99, 999, 9999, 10000):
LogEntry(date=datetime.datetime(2015, 1, 1, 0, 0, 0, microsecond)).save()
logs = list(LogEntry.objects.order_by("date"))
for next_idx, log in enumerate(logs[:-1], start=1):
next_log = logs[next_idx]
assert log.date < next_log.date
logs = list(LogEntry.objects.order_by("-date"))
for next_idx, log in enumerate(logs[:-1], start=1):
next_log = logs[next_idx]
assert log.date > next_log.date
logs = LogEntry.objects.filter(
date__lte=datetime.datetime(2015, 1, 1, 0, 0, 0, 10000)
)
assert logs.count() == 4
def test_no_default_value(self):
class Log(Document):
timestamp = ComplexDateTimeField()
Log.drop_collection()
log = Log()
assert log.timestamp is None
log.save()
fetched_log = Log.objects.with_id(log.id)
assert fetched_log.timestamp is None
def test_default_static_value(self):
NOW = datetime.datetime.utcnow()
class Log(Document):
timestamp = ComplexDateTimeField(default=NOW)
Log.drop_collection()
log = Log()
assert log.timestamp == NOW
log.save()
fetched_log = Log.objects.with_id(log.id)
assert fetched_log.timestamp == NOW
def test_default_callable(self):
NOW = datetime.datetime.utcnow()
class Log(Document):
timestamp = ComplexDateTimeField(default=datetime.datetime.utcnow)
Log.drop_collection()
log = Log()
assert log.timestamp >= NOW
log.save()
fetched_log = Log.objects.with_id(log.id)
assert fetched_log.timestamp >= NOW
def test_setting_bad_value_does_not_raise_unless_validate_is_called(self):
# test regression of #2253
class Log(Document):
timestamp = ComplexDateTimeField()
Log.drop_collection()
log = Log(timestamp="garbage")
with pytest.raises(ValidationError):
log.validate()
with pytest.raises(ValidationError):
log.save()

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@ -1,163 +0,0 @@
import datetime
import pytest
try:
import dateutil
except ImportError:
dateutil = None
from mongoengine import *
from tests.utils import MongoDBTestCase
class TestDateField(MongoDBTestCase):
def test_date_from_empty_string(self):
"""
Ensure an exception is raised when trying to
cast an empty string to datetime.
"""
class MyDoc(Document):
dt = DateField()
md = MyDoc(dt="")
with pytest.raises(ValidationError):
md.save()
def test_date_from_whitespace_string(self):
"""
Ensure an exception is raised when trying to
cast a whitespace-only string to datetime.
"""
class MyDoc(Document):
dt = DateField()
md = MyDoc(dt=" ")
with pytest.raises(ValidationError):
md.save()
def test_default_values_today(self):
"""Ensure that default field values are used when creating
a document.
"""
class Person(Document):
day = DateField(default=datetime.date.today)
person = Person()
person.validate()
assert person.day == person.day
assert person.day == datetime.date.today()
assert person._data["day"] == person.day
def test_date(self):
"""Tests showing pymongo date fields
See: http://api.mongodb.org/python/current/api/bson/son.html#dt
"""
class LogEntry(Document):
date = DateField()
LogEntry.drop_collection()
# Test can save dates
log = LogEntry()
log.date = datetime.date.today()
log.save()
log.reload()
assert log.date == datetime.date.today()
d1 = datetime.datetime(1970, 1, 1, 0, 0, 1, 999)
d2 = datetime.datetime(1970, 1, 1, 0, 0, 1)
log = LogEntry()
log.date = d1
log.save()
log.reload()
assert log.date == d1.date()
assert log.date == d2.date()
d1 = datetime.datetime(1970, 1, 1, 0, 0, 1, 9999)
d2 = datetime.datetime(1970, 1, 1, 0, 0, 1, 9000)
log.date = d1
log.save()
log.reload()
assert log.date == d1.date()
assert log.date == d2.date()
def test_regular_usage(self):
"""Tests for regular datetime fields"""
class LogEntry(Document):
date = DateField()
LogEntry.drop_collection()
d1 = datetime.datetime(1970, 1, 1, 0, 0, 1)
log = LogEntry()
log.date = d1
log.validate()
log.save()
for query in (d1, d1.isoformat(" ")):
log1 = LogEntry.objects.get(date=query)
assert log == log1
if dateutil:
log1 = LogEntry.objects.get(date=d1.isoformat("T"))
assert log == log1
# create additional 19 log entries for a total of 20
for i in range(1971, 1990):
d = datetime.datetime(i, 1, 1, 0, 0, 1)
LogEntry(date=d).save()
assert LogEntry.objects.count() == 20
# Test ordering
logs = LogEntry.objects.order_by("date")
i = 0
while i < 19:
assert logs[i].date <= logs[i + 1].date
i += 1
logs = LogEntry.objects.order_by("-date")
i = 0
while i < 19:
assert logs[i].date >= logs[i + 1].date
i += 1
# Test searching
logs = LogEntry.objects.filter(date__gte=datetime.datetime(1980, 1, 1))
assert logs.count() == 10
def test_validation(self):
"""Ensure that invalid values cannot be assigned to datetime
fields.
"""
class LogEntry(Document):
time = DateField()
log = LogEntry()
log.time = datetime.datetime.now()
log.validate()
log.time = datetime.date.today()
log.validate()
log.time = datetime.datetime.now().isoformat(" ")
log.validate()
if dateutil:
log.time = datetime.datetime.now().isoformat("T")
log.validate()
log.time = -1
with pytest.raises(ValidationError):
log.validate()
log.time = "ABC"
with pytest.raises(ValidationError):
log.validate()

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@ -1,232 +0,0 @@
import datetime as dt
import pytest
try:
import dateutil
except ImportError:
dateutil = None
from mongoengine import *
from mongoengine import connection
from tests.utils import MongoDBTestCase
class TestDateTimeField(MongoDBTestCase):
def test_datetime_from_empty_string(self):
"""
Ensure an exception is raised when trying to
cast an empty string to datetime.
"""
class MyDoc(Document):
dt = DateTimeField()
md = MyDoc(dt="")
with pytest.raises(ValidationError):
md.save()
def test_datetime_from_whitespace_string(self):
"""
Ensure an exception is raised when trying to
cast a whitespace-only string to datetime.
"""
class MyDoc(Document):
dt = DateTimeField()
md = MyDoc(dt=" ")
with pytest.raises(ValidationError):
md.save()
def test_default_value_utcnow(self):
"""Ensure that default field values are used when creating
a document.
"""
class Person(Document):
created = DateTimeField(default=dt.datetime.utcnow)
utcnow = dt.datetime.utcnow()
person = Person()
person.validate()
person_created_t0 = person.created
assert person.created - utcnow < dt.timedelta(seconds=1)
assert person_created_t0 == person.created # make sure it does not change
assert person._data["created"] == person.created
def test_handling_microseconds(self):
"""Tests showing pymongo datetime fields handling of microseconds.
Microseconds are rounded to the nearest millisecond and pre UTC
handling is wonky.
See: http://api.mongodb.org/python/current/api/bson/son.html#dt
"""
class LogEntry(Document):
date = DateTimeField()
LogEntry.drop_collection()
# Test can save dates
log = LogEntry()
log.date = dt.date.today()
log.save()
log.reload()
assert log.date.date() == dt.date.today()
# Post UTC - microseconds are rounded (down) nearest millisecond and
# dropped
d1 = dt.datetime(1970, 1, 1, 0, 0, 1, 999)
d2 = dt.datetime(1970, 1, 1, 0, 0, 1)
log = LogEntry()
log.date = d1
log.save()
log.reload()
assert log.date != d1
assert log.date == d2
# Post UTC - microseconds are rounded (down) nearest millisecond
d1 = dt.datetime(1970, 1, 1, 0, 0, 1, 9999)
d2 = dt.datetime(1970, 1, 1, 0, 0, 1, 9000)
log.date = d1
log.save()
log.reload()
assert log.date != d1
assert log.date == d2
def test_regular_usage(self):
"""Tests for regular datetime fields"""
class LogEntry(Document):
date = DateTimeField()
LogEntry.drop_collection()
d1 = dt.datetime(1970, 1, 1, 0, 0, 1)
log = LogEntry()
log.date = d1
log.validate()
log.save()
for query in (d1, d1.isoformat(" ")):
log1 = LogEntry.objects.get(date=query)
assert log == log1
if dateutil:
log1 = LogEntry.objects.get(date=d1.isoformat("T"))
assert log == log1
# create additional 19 log entries for a total of 20
for i in range(1971, 1990):
d = dt.datetime(i, 1, 1, 0, 0, 1)
LogEntry(date=d).save()
assert LogEntry.objects.count() == 20
# Test ordering
logs = LogEntry.objects.order_by("date")
i = 0
while i < 19:
assert logs[i].date <= logs[i + 1].date
i += 1
logs = LogEntry.objects.order_by("-date")
i = 0
while i < 19:
assert logs[i].date >= logs[i + 1].date
i += 1
# Test searching
logs = LogEntry.objects.filter(date__gte=dt.datetime(1980, 1, 1))
assert logs.count() == 10
logs = LogEntry.objects.filter(date__lte=dt.datetime(1980, 1, 1))
assert logs.count() == 10
logs = LogEntry.objects.filter(
date__lte=dt.datetime(1980, 1, 1), date__gte=dt.datetime(1975, 1, 1)
)
assert logs.count() == 5
def test_datetime_validation(self):
"""Ensure that invalid values cannot be assigned to datetime
fields.
"""
class LogEntry(Document):
time = DateTimeField()
log = LogEntry()
log.time = dt.datetime.now()
log.validate()
log.time = dt.date.today()
log.validate()
log.time = dt.datetime.now().isoformat(" ")
log.validate()
log.time = "2019-05-16 21:42:57.897847"
log.validate()
if dateutil:
log.time = dt.datetime.now().isoformat("T")
log.validate()
log.time = -1
with pytest.raises(ValidationError):
log.validate()
log.time = "ABC"
with pytest.raises(ValidationError):
log.validate()
log.time = "2019-05-16 21:GARBAGE:12"
with pytest.raises(ValidationError):
log.validate()
log.time = "2019-05-16 21:42:57.GARBAGE"
with pytest.raises(ValidationError):
log.validate()
log.time = "2019-05-16 21:42:57.123.456"
with pytest.raises(ValidationError):
log.validate()
def test_parse_datetime_as_str(self):
class DTDoc(Document):
date = DateTimeField()
date_str = "2019-03-02 22:26:01"
# make sure that passing a parsable datetime works
dtd = DTDoc()
dtd.date = date_str
assert isinstance(dtd.date, str)
dtd.save()
dtd.reload()
assert isinstance(dtd.date, dt.datetime)
assert str(dtd.date) == date_str
dtd.date = "January 1st, 9999999999"
with pytest.raises(ValidationError):
dtd.validate()
class TestDateTimeTzAware(MongoDBTestCase):
def test_datetime_tz_aware_mark_as_changed(self):
# Reset the connections
connection._connection_settings = {}
connection._connections = {}
connection._dbs = {}
connect(db="mongoenginetest", tz_aware=True)
class LogEntry(Document):
time = DateTimeField()
LogEntry.drop_collection()
LogEntry(time=dt.datetime(2013, 1, 1, 0, 0, 0)).save()
log = LogEntry.objects.first()
log.time = dt.datetime(2013, 1, 1, 0, 0, 0)
assert ["time"] == log._changed_fields

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@ -1,140 +0,0 @@
from decimal import Decimal
import pytest
from mongoengine import DecimalField, Document, ValidationError
from tests.utils import MongoDBTestCase
class TestDecimalField(MongoDBTestCase):
def test_storage(self):
class Person(Document):
float_value = DecimalField(precision=4)
string_value = DecimalField(precision=4, force_string=True)
Person.drop_collection()
values_to_store = [
10,
10.1,
10.11,
"10.111",
Decimal("10.1111"),
Decimal("10.11111"),
]
for store_at_creation in [True, False]:
for value in values_to_store:
# to_python is called explicitly if values were sent in the kwargs of __init__
if store_at_creation:
Person(float_value=value, string_value=value).save()
else:
person = Person.objects.create()
person.float_value = value
person.string_value = value
person.save()
# How its stored
expected = [
{"float_value": 10.0, "string_value": "10.0000"},
{"float_value": 10.1, "string_value": "10.1000"},
{"float_value": 10.11, "string_value": "10.1100"},
{"float_value": 10.111, "string_value": "10.1110"},
{"float_value": 10.1111, "string_value": "10.1111"},
{"float_value": 10.1111, "string_value": "10.1111"},
]
expected.extend(expected)
actual = list(Person.objects.exclude("id").as_pymongo())
assert expected == actual
# How it comes out locally
expected = [
Decimal("10.0000"),
Decimal("10.1000"),
Decimal("10.1100"),
Decimal("10.1110"),
Decimal("10.1111"),
Decimal("10.1111"),
]
expected.extend(expected)
for field_name in ["float_value", "string_value"]:
actual = list(Person.objects().scalar(field_name))
assert expected == actual
def test_save_none(self):
class Person(Document):
value = DecimalField()
Person.drop_collection()
person = Person(value=None)
assert person.value is None
person.save()
fetched_person = Person.objects.first()
fetched_person.value is None
def test_validation(self):
"""Ensure that invalid values cannot be assigned to decimal fields."""
class Person(Document):
height = DecimalField(min_value=Decimal("0.1"), max_value=Decimal("3.5"))
Person.drop_collection()
Person(height=Decimal("1.89")).save()
person = Person.objects.first()
assert person.height == Decimal("1.89")
person.height = "2.0"
person.save()
person.height = 0.01
with pytest.raises(ValidationError):
person.validate()
person.height = Decimal("0.01")
with pytest.raises(ValidationError):
person.validate()
person.height = Decimal("4.0")
with pytest.raises(ValidationError):
person.validate()
person.height = "something invalid"
with pytest.raises(ValidationError):
person.validate()
person_2 = Person(height="something invalid")
with pytest.raises(ValidationError):
person_2.validate()
def test_comparison(self):
class Person(Document):
money = DecimalField()
Person.drop_collection()
Person(money=6).save()
Person(money=7).save()
Person(money=8).save()
Person(money=10).save()
assert 2 == Person.objects(money__gt=Decimal("7")).count()
assert 2 == Person.objects(money__gt=7).count()
assert 2 == Person.objects(money__gt="7").count()
assert 3 == Person.objects(money__gte="7").count()
def test_precision_0(self):
"""prevent regression of a bug that was raising an exception when using precision=0"""
class TestDoc(Document):
d = DecimalField(precision=0)
TestDoc.drop_collection()
td = TestDoc(d=Decimal("12.00032678131263"))
assert td.d == Decimal("12")
def test_precision_negative_raise(self):
"""prevent regression of a bug that was raising an exception when using precision=0"""
with pytest.raises(
ValidationError, match="precision must be a positive integer"
):
class TestDoc(Document):
dneg = DecimalField(precision=-1)

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