fix yaml float - string conversion

test against python 3.10

.github/workflows/github-actions.yml

@@ -0,0 +1,143 @@
+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 }}

.github/workflows/install_ci_python_dep.sh

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

.github/workflows/install_mongo.sh

@@ -0,0 +1,18 @@
+#!/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

.github/workflows/start_mongo.sh

@@ -0,0 +1,9 @@
+#!/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

.gitignore

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

.landscape.yml

@@ -1,22 +0,0 @@
-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

.pre-commit-config.yaml

@@ -0,0 +1,26 @@
+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

.readthedocs.yml

@@ -0,0 +1,20 @@
+# .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: .

.travis.yml

@@ -1,111 +0,0 @@
-# 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 v3.4 & the latest PyMongo v3.x is currently the "main" setup,
-#   tested against Python v2.7, v3.5, v3.6, and PyPy.
-# * Besides that, we test the lowest actively supported Python/MongoDB/PyMongo
-#   combination: MongoDB v3.4, PyMongo v3.4, Python v2.7.
-# * MongoDB v3.6 is tested against Python v3.6, and PyMongo v3.6, v3.7, v3.8.
-#
-# We should periodically check MongoDB Server versions supported by MongoDB
-# Inc., add newly released versions to the test matrix, and remove versions
-# which have reached their End of Life. See:
-# 1. https://www.mongodb.com/support-policy.
-# 2. https://docs.mongodb.com/ecosystem/drivers/driver-compatibility-reference/#python-driver-compatibility
-#
-# Reminder: Update README.rst if you change MongoDB versions we test.
-
-
-language: python
-python:
-- 2.7
-- 3.5
-- 3.6
-- 3.7
-- pypy
-- pypy3
-
-dist: xenial
-
-env:
-  global:
-    - MONGODB_3_4=3.4.17
-    - MONGODB_3_6=3.6.12
-    - PYMONGO_3_6=3.6
-    - PYMONGO_3_4=3.4
-  matrix:
-    - MONGODB=${MONGODB_3_4} PYMONGO=${PYMONGO_3_6}
-
-matrix:
-
-  # Finish the build as soon as one job fails
-  fast_finish: true
-
-  include:
-  - python: 2.7
-    env: MONGODB=${MONGODB_3_4} PYMONGO=${PYMONGO_3_4}
-  - python: 3.7
-    env: MONGODB=${MONGODB_3_6} PYMONGO=${PYMONGO_3_6}
-
-
-install:
-  # Install Mongo
-  - wget http://fastdl.mongodb.org/linux/mongodb-linux-x86_64-${MONGODB}.tgz
-  - tar xzf mongodb-linux-x86_64-${MONGODB}.tgz
-  - ${PWD}/mongodb-linux-x86_64-${MONGODB}/bin/mongod --version
-  # Install Python dependencies.
-  - pip install --upgrade pip
-  - pip install coveralls
-  - pip install flake8 flake8-import-order
-  - pip install tox         # tox 3.11.0 has requirement virtualenv>=14.0.0
-  - pip install virtualenv  # virtualenv>=14.0.0 has dropped Python 3.2 support (and pypy3 is based on py32)
-  # Install the tox venv.
-  - tox -e $(echo py$TRAVIS_PYTHON_VERSION-mg$PYMONGO | tr -d . | sed -e 's/pypypy/pypy/') -- -e test
-  # Install black for Python v3.7 only.
-  - if [[ $TRAVIS_PYTHON_VERSION == '3.7' ]]; then pip install black; fi
-
-before_script:
-  - mkdir ${PWD}/mongodb-linux-x86_64-${MONGODB}/data
-  - ${PWD}/mongodb-linux-x86_64-${MONGODB}/bin/mongod --dbpath ${PWD}/mongodb-linux-x86_64-${MONGODB}/data --logpath ${PWD}/mongodb-linux-x86_64-${MONGODB}/mongodb.log --fork
-  - if [[ $TRAVIS_PYTHON_VERSION == '2.7' ]]; then flake8 .; else echo "flake8 only runs on py27"; fi   # Run flake8 for Python 2.7 only
-  - if [[ $TRAVIS_PYTHON_VERSION == '3.7' ]]; then black --check .; else echo "black only runs on py37"; fi   # Run black for Python 3.7 only
-  - mongo --eval 'db.version();'    # Make sure mongo is awake
-
-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 v2.7 along with PyMongo v3.x and MongoDB v3.4.
-  # We run Travis against many different Python, PyMongo, and MongoDB versions
-  # and we don't want the deploy to occur multiple times).
-  on:
-    tags: true
-    repo: MongoEngine/mongoengine
-    condition: ($PYMONGO = ${PYMONGO_3_6}) && ($MONGODB = ${MONGODB_3_4})
-    python: 2.7

AUTHORS

@@ -252,3 +252,14 @@ that much better:
  * 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)

CONTRIBUTING.rst

@@ -20,19 +20,47 @@ post to the `user group <http://groups.google.com/group/mongoengine-users>`
 Supported Interpreters
 ----------------------
 
-MongoEngine supports CPython 2.7 and newer. Language
+MongoEngine supports CPython 3.5 and newer as well as Pypy3.
-features not supported by all interpreters can not be used.
+Language features not supported by all interpreters can not be used.
-The codebase is written in python 2 so you must be using python 2
+
-when developing new features. Compatibility of the library with Python 3
+Python3 codebase
-relies on the 2to3 package that gets executed as part of the installation
+----------------------
-build. You should ensure that your code is properly converted by
+
-`2to3 <http://docs.python.org/library/2to3.html>`_.
+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.
+
 
 Style Guide
 -----------
 
-MongoEngine uses `black <https://github.com/python/black>`_ for code
+MongoEngine's codebase is auto-formatted with `black <https://github.com/python/black>`_, imports are ordered with `isort <https://pycqa.github.io/isort/>`_
-formatting.
+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.
 
 Testing
 -------
@@ -54,7 +82,7 @@ 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 nosetests``
+  running on the default port, then execute ``python setup.py test``
   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

README.rst

@@ -12,9 +12,8 @@ MongoEngine
 .. image:: https://coveralls.io/repos/github/MongoEngine/mongoengine/badge.svg?branch=master
   :target: https://coveralls.io/github/MongoEngine/mongoengine?branch=master
 
-.. image:: https://landscape.io/github/MongoEngine/mongoengine/master/landscape.svg?style=flat
+.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
-  :target: https://landscape.io/github/MongoEngine/mongoengine/master
+  :target: https://github.com/ambv/black
-  :alt: Code Health
 
 About
 =====
@@ -26,15 +25,15 @@ an `API reference <https://mongoengine-odm.readthedocs.io/apireference.html>`_.
 
 Supported MongoDB Versions
 ==========================
-MongoEngine is currently tested against MongoDB v3.4 and v3.6. Future 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 > 3.6.
+with MongoDB version > 4.0.
 
 Installation
 ============
 We recommend the use of `virtualenv <https://virtualenv.pypa.io/>`_ and of
-`pip <https://pip.pypa.io/>`_. You can then use ``pip install -U mongoengine``.
+`pip <https://pip.pypa.io/>`_. You can then use ``python -m 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``
@@ -42,13 +41,14 @@ to both create the virtual environment and install the package. Otherwise, you c
 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
+
 Dependencies
 ============
-All of the dependencies can easily be installed via `pip <https://pip.pypa.io/>`_.
+All of the dependencies can easily be installed via `python -m pip <https://pip.pypa.io/>`_.
 At the very least, you'll need these two packages to use MongoEngine:
 
 - pymongo>=3.4
-- six>=1.10.0
 
 If you utilize a ``DateTimeField``, you might also use a more flexible date parser:
 
@@ -58,6 +58,10 @@ 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:
@@ -91,12 +95,11 @@ 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
@@ -116,7 +119,8 @@ 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 ``nose`` installed. Then, run ``python setup.py nosetests``.
+the standard port and have ``pytest`` installed. Then, run ``python setup.py test``
+or simply ``pytest``.
 
 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
@@ -125,20 +129,18 @@ installed in your environment and then:
 .. code-block:: shell
 
     # Install tox
-    $ pip install tox
+    $ python -m pip install tox
     # Run the test suites
     $ tox
 
-If you wish to run a subset of tests, use the nosetests convention:
+If you wish to run a subset of tests, use the pytest convention:
 
 .. code-block:: shell
 
     # Run all the tests in a particular test file
-    $ python setup.py nosetests --tests tests/fields/fields.py
+    $ pytest tests/fields/test_fields.py
     # Run only particular test class in that file
-    $ python setup.py nosetests --tests tests/fields/fields.py:FieldTest
+    $ pytest tests/fields/test_fields.py::TestField
-    # 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
 =========

benchmarks/test_basic_doc_ops.py

@@ -45,7 +45,7 @@ def test_basic():
 
     print(
         "Doc setattr: %.3fus"
-        % (timeit(lambda: setattr(b, "name", "New name"), 10000) * 10 ** 6)
+        % (timeit(lambda: setattr(b, "name", "New name"), 10000) * 10 ** 6)  # noqa B010
     )
 
     print("Doc to mongo: %.3fus" % (timeit(b.to_mongo, 1000) * 10 ** 6))

benchmarks/test_inserts.py

@@ -4,12 +4,14 @@ 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
@@ -29,7 +31,7 @@ myNoddys = noddy.find()
     print("-" * 100)
     print("PyMongo: Creating 10000 dictionaries.")
     t = timeit.Timer(stmt=stmt, setup=setup)
-    print("{}s".format(t.timeit(1)))
+    print(f"{t.timeit(1)}s")
 
     stmt = """
 from pymongo import MongoClient, WriteConcern
@@ -52,10 +54,11 @@ myNoddys = noddy.find()
     print("-" * 100)
     print('PyMongo: Creating 10000 dictionaries (write_concern={"w": 0}).')
     t = timeit.Timer(stmt=stmt, setup=setup)
-    print("{}s".format(t.timeit(1)))
+    print(f"{t.timeit(1)}s")
 
     setup = """
 from pymongo import MongoClient
+
 connection = MongoClient()
 connection.drop_database('mongoengine_benchmark_test')
 connection.close()
@@ -81,7 +84,7 @@ myNoddys = Noddy.objects()
     print("-" * 100)
     print("MongoEngine: Creating 10000 dictionaries.")
     t = timeit.Timer(stmt=stmt, setup=setup)
-    print("{}s".format(t.timeit(1)))
+    print(f"{t.timeit(1)}s")
 
     stmt = """
 for i in range(10000):
@@ -99,7 +102,7 @@ myNoddys = Noddy.objects()
     print("-" * 100)
     print("MongoEngine: Creating 10000 dictionaries (using a single field assignment).")
     t = timeit.Timer(stmt=stmt, setup=setup)
-    print("{}s".format(t.timeit(1)))
+    print(f"{t.timeit(1)}s")
 
     stmt = """
 for i in range(10000):
@@ -115,7 +118,7 @@ myNoddys = Noddy.objects()
     print("-" * 100)
     print('MongoEngine: Creating 10000 dictionaries (write_concern={"w": 0}).')
     t = timeit.Timer(stmt=stmt, setup=setup)
-    print("{}s".format(t.timeit(1)))
+    print(f"{t.timeit(1)}s")
 
     stmt = """
 for i in range(10000):
@@ -133,7 +136,7 @@ myNoddys = Noddy.objects()
         'MongoEngine: Creating 10000 dictionaries (write_concern={"w": 0}, validate=False).'
     )
     t = timeit.Timer(stmt=stmt, setup=setup)
-    print("{}s".format(t.timeit(1)))
+    print(f"{t.timeit(1)}s")
 
     stmt = """
 for i in range(10000):
@@ -151,7 +154,7 @@ myNoddys = Noddy.objects()
         'MongoEngine: Creating 10000 dictionaries (force_insert=True, write_concern={"w": 0}, validate=False).'
     )
     t = timeit.Timer(stmt=stmt, setup=setup)
-    print("{}s".format(t.timeit(1)))
+    print(f"{t.timeit(1)}s")
 
 
 if __name__ == "__main__":

docs/Makefile

@@ -33,8 +33,14 @@ 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

docs/apireference.rst

@@ -75,6 +75,7 @@ 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

docs/changelog.rst

@@ -1,4 +1,5 @@
 
+
 =========
 Changelog
 =========
@@ -6,6 +7,77 @@ 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(...)``.
@@ -15,9 +87,23 @@ Development
     - 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
 =================
@@ -414,9 +500,6 @@ Changes in 0.8.3
 - 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)
-
-  **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)

docs/conf.py

@@ -1,4 +1,3 @@
-# -*- coding: utf-8 -*-
 #
 # MongoEngine documentation build configuration file, created by
 # sphinx-quickstart on Sun Nov 22 18:14:13 2009.
@@ -11,7 +10,8 @@
 # All configuration values have a default; values that are commented out
 # serve to show the default.
 
-import sys, os
+import os
+import sys
 
 import sphinx_rtd_theme
 
@@ -26,7 +26,7 @@ sys.path.insert(0, os.path.abspath(".."))
 
 # 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"]
+extensions = ["sphinx.ext.autodoc", "sphinx.ext.todo", "readthedocs_ext.readthedocs"]
 
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ["_templates"]
@@ -41,8 +41,8 @@ source_suffix = ".rst"
 master_doc = "index"
 
 # General information about the project.
-project = u"MongoEngine"
+project = "MongoEngine"
-copyright = u"2009, MongoEngine Authors"
+copyright = "2009, MongoEngine Authors"  # noqa: A001
 
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the

docs/faq.rst

@@ -0,0 +1,12 @@
+==========================
+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/

docs/guide/connecting.rst

@@ -5,7 +5,7 @@ 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.
+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::
@@ -14,25 +14,66 @@ function. The first argument is the name of the database to connect to::
     connect('project1')
 
 By default, MongoEngine assumes that the :program:`mongod` instance is running
-on **localhost** on port **27017**. If MongoDB is running elsewhere, you should
+on **localhost** on port **27017**.
-provide the :attr:`host` and :attr:`port` arguments to
-:func:`~mongoengine.connect`::
 
-    connect('project1', host='192.168.1.35', port=12345)
+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 with URI string
+=======================
+
+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(host="mongodb://127.0.0.1:27017/my_db")
+
+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('project1', username='webapp', password='pwd123', authentication_source='admin')
+    connect('my_db', username='my_user', password='my_password', authentication_source='admin')
 
-URI style connections are also supported -- just supply the URI as
+The set of attributes that :func:`~mongoengine.connect` recognizes includes but is not limited to:
-the :attr:`host` to
+:attr:`host`, :attr:`port`, :attr:`read_preference`, :attr:`username`, :attr:`password`, :attr:`authentication_source`, :attr:`authentication_mechanism`,
-:func:`~mongoengine.connect`::
+: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`: ::
+    corresponding parameters in :func:`~mongoengine.connect`, this should
+    obviously be avoided: ::
 
         connect(
             db='test',
@@ -41,28 +82,19 @@ the :attr:`host` to
             host='mongodb://admin:qwerty@localhost/production'
         )
 
-    will establish connection to ``production`` database using
+    will establish connection to ``production`` database using ``admin`` username and ``qwerty`` password.
-    ``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)
 

docs/guide/defining-documents.rst

@@ -27,6 +27,8 @@ objects** as class attributes to the document class::
 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
@@ -76,6 +78,7 @@ 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`
@@ -230,6 +233,9 @@ 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
@@ -289,12 +295,12 @@ as the constructor's argument::
         content = StringField()
 
 
-.. _one-to-many-with-listfields:
+.. _many-to-many-with-listfields:
 
-One to Many with ListFields
+Many to Many with ListFields
 '''''''''''''''''''''''''''
 
-If you are implementing a one to many relationship via a list of references,
+If you are implementing a many 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::
 
@@ -335,7 +341,6 @@ 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
@@ -352,7 +357,7 @@ 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 removed
+  Any object's fields still referring to the object being deleted are set to None
   (using MongoDB's "unset" operation), effectively nullifying the relationship.
 :const:`mongoengine.CASCADE`
   Any object containing fields that are referring to the object being deleted
@@ -426,28 +431,15 @@ 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 lowercase (so in the example
+is by default the name of the class converted to snake_case (e.g if your Document class
-above, the collection would be called `page`). If you need to change the name
+is named `CompanyUser`, the corresponding collection would be `company_user`). If you need
-of the collection (e.g. to use MongoEngine with an existing database), then
+to change the name of the collection (e.g. to use MongoEngine with an existing database),
-create a class dictionary attribute called :attr:`meta` on your document, and
+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::
 
@@ -485,7 +477,7 @@ 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 multi-field indexes. Text indexes may be specified by prefixing
+only matters on compound 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 **#**::
 
@@ -496,14 +488,14 @@ the field name with a **#**::
         created = DateTimeField()
         meta = {
             'indexes': [
-                'title',
+                'title',   # single-field index
                 '$title',  # text index
                 '#title',  # hashed index
-                ('title', '-rating'),
+                ('title', '-rating'),  # compound index
-                ('category', '_cls'),
+                ('category', '_cls'),  # compound index
                 {
                     'fields': ['created'],
-                    'expireAfterSeconds': 3600
+                    'expireAfterSeconds': 3600  # ttl index
                 }
             ]
         }
@@ -555,7 +547,6 @@ There are a few top level defaults for all indexes that can be set::
             'index_background': True,
             'index_cls': False,
             'auto_create_index': True,
-            'index_drop_dups': True,
         }
 
 
@@ -574,11 +565,6 @@ There are a few top level defaults for all indexes that can be set::
     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
-    Since MongoDB 3.0 drop_dups is not supported anymore. Raises a Warning
-    and has no effect
-
 
 Compound Indexes and Indexing sub documents
 -------------------------------------------
@@ -642,8 +628,8 @@ point. To create a geospatial index you must prefix the field with the
             ],
         }
 
-Time To Live indexes
+Time To Live (TTL) indexes
---------------------
+--------------------------
 
 A special index type that allows you to automatically expire data from a
 collection after a given period. See the official
@@ -744,7 +730,7 @@ 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 is new class is not a direct subclass of
+As this 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
@@ -767,6 +753,27 @@ document.::
           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

docs/guide/document-instances.rst

@@ -41,35 +41,6 @@ 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 `pub_date` if essay is published and `pub_date`
-            is 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

docs/guide/gridfs.rst

@@ -2,16 +2,15 @@
 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. In the following example,
+content type can also be stored alongside the files. The object returned when accessing a
-a document is created to store details about animals, including a photo::
+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::
 
     class Animal(Document):
         genus = StringField()
@@ -20,8 +19,8 @@ a document is created to store details about animals, including a photo::
 
     marmot = Animal(genus='Marmota', family='Sciuridae')
 
-    marmot_photo = open('marmot.jpg', 'rb')
+    with open('marmot.jpg', 'rb') as fd:
-    marmot.photo.put(marmot_photo, content_type = 'image/jpeg')
+        marmot.photo.put(fd, content_type = 'image/jpeg')
     marmot.save()
 
 Retrieval
@@ -34,6 +33,20 @@ 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
 ---------
 

docs/guide/index.rst

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

docs/guide/installing.rst

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

docs/guide/logging-monitoring.rst

@@ -0,0 +1,80 @@
+==================
+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`.

docs/guide/migration.rst

@@ -0,0 +1,308 @@
+===================
+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)

docs/guide/mongomock.rst

@@ -21,7 +21,7 @@ or with an alias:
     conn = get_connection('testdb')
 
 Example of test file:
---------
+---------------------
 .. code-block:: python
 
     import unittest
@@ -45,4 +45,4 @@ Example of test file:
             pers.save()
 
             fresh_pers = Person.objects().first()
-            self.assertEqual(fresh_pers.name, 'John')
+            assert fresh_pers.name ==  'John'

docs/guide/querying.rst

@@ -86,6 +86,10 @@ 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
 
 
@@ -222,12 +226,24 @@ 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` and methods are available on
+:meth:`~mongoengine.queryset.QuerySet.skip` methods are available on
 :class:`~mongoengine.queryset.QuerySet` objects, but the `array-slicing` syntax
 is preferred for achieving this::
 
@@ -349,9 +365,9 @@ 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
@@ -386,6 +402,25 @@ 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
 ================================
 
@@ -512,7 +547,10 @@ 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
@@ -521,6 +559,7 @@ 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/
 
@@ -566,7 +605,8 @@ cannot use the `$` syntax in keyword arguments it has been mapped to `S`::
     ['database', 'mongodb']
 
 From MongoDB version 2.6, push operator supports $position value which allows
-to push values with index.
+to push values with index::
+
     >>> post = BlogPost(title="Test", tags=["mongo"])
     >>> post.save()
     >>> post.update(push__tags__0=["database", "code"])
@@ -577,7 +617,7 @@ to push values with index.
 .. note::
     Currently only top level lists are handled, future versions of mongodb /
     pymongo plan to support nested positional operators.  See `The $ positional
-    operator <http://www.mongodb.org/display/DOCS/Updating#Updating-The%24positionaloperator>`_.
+    operator <https://docs.mongodb.com/manual/tutorial/update-documents/#Updating-The%24positionaloperator>`_.
 
 Server-side javascript execution
 ================================

docs/guide/validation.rst

@@ -0,0 +1,122 @@
+====================
+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

docs/index.rst

@@ -7,7 +7,7 @@ MongoDB. To install it, simply run
 
 .. code-block:: console
 
-    $ pip install -U mongoengine
+    $ python -m pip install -U mongoengine
 
 :doc:`tutorial`
   A quick tutorial building a tumblelog to get you up and running with
@@ -23,9 +23,18 @@ 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
 ---------
 
@@ -73,6 +82,7 @@ formats for offline reading.
     apireference
     changelog
     upgrade
+    faq
     django
 
 Indices and tables
@@ -81,4 +91,3 @@ Indices and tables
 * :ref:`genindex`
 * :ref:`modindex`
 * :ref:`search`
-

docs/requirements.txt

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

docs/tutorial.rst

@@ -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::
 
-    $ pip install mongoengine
+    $ python -m 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`

docs/upgrade.rst

@@ -52,7 +52,7 @@ 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 thorougly test the upgrade.
+you're encouraged to thoroughly 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 +85,10 @@ 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: ::
 
-    pip uninstall pymongo
+    python -m pip uninstall pymongo
-    pip uninstall mongoengine
+    python -m pip uninstall mongoengine
-    pip install pymongo==2.8
+    python -m pip install pymongo==2.8
-    pip install mongoengine
+    python -m pip install mongoengine
 
 0.8.7
 *****
@@ -153,7 +153,7 @@ inherited classes like so: ::
 
     # 4. Remove indexes
     info = collection.index_information()
-    indexes_to_drop = [key for key, value in info.iteritems()
+    indexes_to_drop = [key for key, value in info.items()
                        if '_types' in dict(value['key'])]
     for index in indexes_to_drop:
         collection.drop_index(index)

mongoengine/__init__.py

@@ -1,22 +1,23 @@
 # Import submodules so that we can expose their __all__
-from mongoengine import connection
+from mongoengine import (
-from mongoengine import document
+    connection,
-from mongoengine import errors
+    document,
-from mongoengine import fields
+    errors,
-from mongoengine import queryset
+    fields,
-from mongoengine import signals
+    queryset,
+    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 *
+from mongoengine.connection import *  # noqa: F401
-from mongoengine.document import *
+from mongoengine.document import *  # noqa: F401
-from mongoengine.errors import *
+from mongoengine.errors import *  # noqa: F401
-from mongoengine.fields import *
+from mongoengine.fields import *  # noqa: F401
-from mongoengine.queryset import *
+from mongoengine.queryset import *  # noqa: F401
-from mongoengine.signals import *
+from mongoengine.signals import *  # noqa: F401
-
 
 __all__ = (
     list(document.__all__)
@@ -28,7 +29,7 @@ __all__ = (
 )
 
 
-VERSION = (0, 18, 2)
+VERSION = (0, 23, 1)
 
 
 def get_version():

mongoengine/base/datastructures.py

@@ -1,8 +1,6 @@
 import weakref
 
 from bson import DBRef
-import six
-from six import iteritems
 
 from mongoengine.common import _import_class
 from mongoengine.errors import DoesNotExist, MultipleObjectsReturned
@@ -53,7 +51,7 @@ class BaseDict(dict):
         if isinstance(instance, BaseDocument):
             self._instance = weakref.proxy(instance)
         self._name = name
-        super(BaseDict, self).__init__(dict_items)
+        super().__init__(dict_items)
 
     def get(self, key, default=None):
         # get does not use __getitem__ by default so we must override it as well
@@ -63,18 +61,18 @@ class BaseDict(dict):
             return default
 
     def __getitem__(self, key):
-        value = super(BaseDict, self).__getitem__(key)
+        value = super().__getitem__(key)
 
         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, "%s.%s" % (self._name, key))
+            value = BaseDict(value, None, f"{self._name}.{key}")
-            super(BaseDict, self).__setitem__(key, value)
+            super().__setitem__(key, value)
             value._instance = self._instance
         elif isinstance(value, list) and not isinstance(value, BaseList):
-            value = BaseList(value, None, "%s.%s" % (self._name, key))
+            value = BaseList(value, None, f"{self._name}.{key}")
-            super(BaseDict, self).__setitem__(key, value)
+            super().__setitem__(key, value)
             value._instance = self._instance
         return value
 
@@ -99,7 +97,7 @@ class BaseDict(dict):
     def _mark_as_changed(self, key=None):
         if hasattr(self._instance, "_mark_as_changed"):
             if key:
-                self._instance._mark_as_changed("%s.%s" % (self._name, key))
+                self._instance._mark_as_changed(f"{self._name}.{key}")
             else:
                 self._instance._mark_as_changed(self._name)
 
@@ -117,10 +115,13 @@ class BaseList(list):
         if isinstance(instance, BaseDocument):
             self._instance = weakref.proxy(instance)
         self._name = name
-        super(BaseList, self).__init__(list_items)
+        super().__init__(list_items)
 
     def __getitem__(self, key):
-        value = super(BaseList, self).__getitem__(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)
 
         if isinstance(key, slice):
             # When receiving a slice operator, we don't convert the structure and bind
@@ -132,19 +133,18 @@ class BaseList(list):
             value._instance = self._instance
         elif isinstance(value, dict) and not isinstance(value, BaseDict):
             # Replace dict by BaseDict
-            value = BaseDict(value, None, "%s.%s" % (self._name, key))
+            value = BaseDict(value, None, f"{self._name}.{key}")
-            super(BaseList, self).__setitem__(key, value)
+            super().__setitem__(key, value)
             value._instance = self._instance
         elif isinstance(value, list) and not isinstance(value, BaseList):
             # Replace list by BaseList
-            value = BaseList(value, None, "%s.%s" % (self._name, key))
+            value = BaseList(value, None, f"{self._name}.{key}")
-            super(BaseList, self).__setitem__(key, value)
+            super().__setitem__(key, value)
             value._instance = self._instance
         return value
 
     def __iter__(self):
-        for v in super(BaseList, self).__iter__():
+        yield from super().__iter__()
-            yield v
 
     def __getstate__(self):
         self.instance = None
@@ -162,7 +162,7 @@ class BaseList(list):
             # instead, we simply marks the whole list as changed
             changed_key = None
 
-        result = super(BaseList, self).__setitem__(key, value)
+        result = super().__setitem__(key, value)
         self._mark_as_changed(changed_key)
         return result
 
@@ -177,30 +177,17 @@ class BaseList(list):
     __iadd__ = mark_as_changed_wrapper(list.__iadd__)
     __imul__ = mark_as_changed_wrapper(list.__imul__)
 
-    if six.PY2:
-        # Under py3 __setslice__, __delslice__ and __getslice__
-        # are replaced by __setitem__, __delitem__ and __getitem__ with a slice as parameter
-        # so we mimic this under python 2
-        def __setslice__(self, i, j, sequence):
-            return self.__setitem__(slice(i, j), sequence)
-
-        def __delslice__(self, i, j):
-            return self.__delitem__(slice(i, j))
-
-        def __getslice__(self, i, j):
-            return self.__getitem__(slice(i, j))
-
     def _mark_as_changed(self, key=None):
         if hasattr(self._instance, "_mark_as_changed"):
-            if key:
+            if key is not None:
-                self._instance._mark_as_changed("%s.%s" % (self._name, key % len(self)))
+                self._instance._mark_as_changed(f"{self._name}.{key % len(self)}")
             else:
                 self._instance._mark_as_changed(self._name)
 
 
 class EmbeddedDocumentList(BaseList):
     def __init__(self, list_items, instance, name):
-        super(EmbeddedDocumentList, self).__init__(list_items, instance, name)
+        super().__init__(list_items, instance, name)
         self._instance = instance
 
     @classmethod
@@ -210,7 +197,7 @@ class EmbeddedDocumentList(BaseList):
         """
         for key, expected_value in kwargs.items():
             doc_val = getattr(embedded_doc, key)
-            if doc_val != expected_value and six.text_type(doc_val) != expected_value:
+            if doc_val != expected_value and str(doc_val) != expected_value:
                 return False
         return True
 
@@ -226,7 +213,7 @@ class EmbeddedDocumentList(BaseList):
         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'))
+        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
@@ -300,11 +287,11 @@ class EmbeddedDocumentList(BaseList):
 
     def create(self, **values):
         """
-        Creates a new embedded document and saves it to the database.
+        Creates a new instance of the EmbeddedDocument and appends it to this EmbeddedDocumentList.
 
         .. note::
-            The embedded document changes are not automatically saved
+            the instance of the EmbeddedDocument is not automatically saved to the database.
-            to the database after calling this method.
+            You still need to call .save() on the parent Document.
 
         :param values: A dictionary of values for the embedded document.
         :return: The new embedded document instance.
@@ -365,13 +352,13 @@ class EmbeddedDocumentList(BaseList):
         return len(values)
 
 
-class StrictDict(object):
+class StrictDict:
     __slots__ = ()
     _special_fields = {"get", "pop", "iteritems", "items", "keys", "create"}
     _classes = {}
 
     def __init__(self, **kwargs):
-        for k, v in iteritems(kwargs):
+        for k, v in kwargs.items():
             setattr(self, k, v)
 
     def __getitem__(self, key):
@@ -419,13 +406,13 @@ class StrictDict(object):
         return (key for key in self.__slots__ if hasattr(self, key))
 
     def __len__(self):
-        return len(list(iteritems(self)))
+        return len(list(self.items()))
 
     def __eq__(self, other):
-        return self.items() == other.items()
+        return list(self.items()) == list(other.items())
 
     def __ne__(self, other):
-        return self.items() != other.items()
+        return not (self == other)
 
     @classmethod
     def create(cls, allowed_keys):
@@ -440,7 +427,7 @@ class StrictDict(object):
 
                 def __repr__(self):
                     return "{%s}" % ", ".join(
-                        '"{0!s}": {1!r}'.format(k, v) for k, v in self.items()
+                        f'"{k!s}": {v!r}' for k, v in self.items()
                     )
 
             cls._classes[allowed_keys] = SpecificStrictDict
@@ -465,9 +452,7 @@ class LazyReference(DBRef):
         self.document_type = document_type
         self._cached_doc = cached_doc
         self.passthrough = passthrough
-        super(LazyReference, self).__init__(
+        super().__init__(self.document_type._get_collection_name(), pk)
-            self.document_type._get_collection_name(), pk
-        )
 
     def __getitem__(self, name):
         if not self.passthrough:
@@ -485,4 +470,4 @@ class LazyReference(DBRef):
             raise AttributeError()
 
     def __repr__(self):
-        return "<LazyReference(%s, %r)>" % (self.document_type, self.pk)
+        return f"<LazyReference({self.document_type}, {self.pk!r})>"

mongoengine/base/document.py

@@ -2,10 +2,8 @@ import copy
 import numbers
 from functools import partial
 
-from bson import DBRef, ObjectId, SON, json_util
 import pymongo
-import six
+from bson import SON, DBRef, ObjectId, json_util
-from six import iteritems
 
 from mongoengine import signals
 from mongoengine.base.common import get_document
@@ -25,14 +23,13 @@ from mongoengine.errors import (
     OperationError,
     ValidationError,
 )
-from mongoengine.python_support import Hashable
 
 __all__ = ("BaseDocument", "NON_FIELD_ERRORS")
 
 NON_FIELD_ERRORS = "__all__"
 
 
-class BaseDocument(object):
+class BaseDocument:
     # TODO simplify how `_changed_fields` is used.
     # Currently, handling of `_changed_fields` seems unnecessarily convoluted:
     # 1. `BaseDocument` defines `_changed_fields` in its `__slots__`, yet it's
@@ -62,13 +59,11 @@ class BaseDocument(object):
         """
         Initialise a document or an embedded document.
 
-        :param dict values: A dictionary of keys and values for the document.
+        :param values: A dictionary of keys and values for the document.
             It may contain additional reserved keywords, e.g. "__auto_convert".
-        :param bool __auto_convert: If True, supplied values will be converted
+        :param __auto_convert: If True, supplied values will be converted
             to Python-type values via each field's `to_python` method.
-        :param set __only_fields: A set of fields that have been loaded for
+        :param _created: Indicates whether this is a brand new document
-            this document. Empty if all fields have been loaded.
-        :param bool _created: Indicates whether this is a brand new document
             or whether it's already been persisted before. Defaults to true.
         """
         self._initialised = False
@@ -82,8 +77,6 @@ class BaseDocument(object):
 
         __auto_convert = values.pop("__auto_convert", True)
 
-        __only_fields = set(values.pop("__only_fields", values))
-
         _created = values.pop("_created", True)
 
         signals.pre_init.send(self.__class__, document=self, values=values)
@@ -92,12 +85,10 @@ class BaseDocument(object):
         # if so raise an Exception.
         if not self._dynamic and (self._meta.get("strict", True) or _created):
             _undefined_fields = set(values.keys()) - set(
-                self._fields.keys() + ["id", "pk", "_cls", "_text_score"]
+                list(self._fields.keys()) + ["id", "pk", "_cls", "_text_score"]
             )
             if _undefined_fields:
-                msg = ('The fields "{0}" do not exist on the document "{1}"').format(
+                msg = f'The fields "{_undefined_fields}" do not exist on the document "{self._class_name}"'
-                    _undefined_fields, self._class_name
-                )
                 raise FieldDoesNotExist(msg)
 
         if self.STRICT and not self._dynamic:
@@ -107,37 +98,32 @@ class BaseDocument(object):
 
         self._dynamic_fields = SON()
 
-        # Assign default values to the instance.
+        # Assign default values for fields
-        # We set default values only for fields loaded from DB. See
+        # not set in the constructor
-        # https://github.com/mongoengine/mongoengine/issues/399 for more info.
+        for field_name in self._fields:
-        for key, field in iteritems(self._fields):
+            if field_name in values:
-            if self._db_field_map.get(key, key) in __only_fields:
                 continue
-            value = getattr(self, key, None)
+            value = getattr(self, field_name, None)
-            setattr(self, key, value)
+            setattr(self, field_name, value)
 
         if "_cls" not in values:
             self._cls = self._class_name
 
-        # Set passed values after initialisation
+        # Set actual values
-        if self._dynamic:
+        dynamic_data = {}
-            dynamic_data = {}
+        FileField = _import_class("FileField")
-            for key, value in iteritems(values):
+        for key, value in values.items():
-                if key in self._fields or key == "_id":
+            field = self._fields.get(key)
-                    setattr(self, key, value)
+            if field or key in ("id", "pk", "_cls"):
-                else:
+                if __auto_convert and value is not None:
+                    if field and not isinstance(field, FileField):
+                        value = field.to_python(value)
+                setattr(self, key, value)
+            else:
+                if self._dynamic:
                     dynamic_data[key] = value
-        else:
-            FileField = _import_class("FileField")
-            for key, value in iteritems(values):
-                key = self._reverse_db_field_map.get(key, key)
-                if key in self._fields or key in ("id", "pk", "_cls"):
-                    if __auto_convert and value is not None:
-                        field = self._fields.get(key)
-                        if field and not isinstance(field, FileField):
-                            value = field.to_python(value)
-                    setattr(self, key, value)
                 else:
+                    # For strict Document
                     self._data[key] = value
 
         # Set any get_<field>_display methods
@@ -145,7 +131,7 @@ class BaseDocument(object):
 
         if self._dynamic:
             self._dynamic_lock = False
-            for key, value in iteritems(dynamic_data):
+            for key, value in dynamic_data.items():
                 setattr(self, key, value)
 
         # Flag initialised
@@ -163,13 +149,13 @@ class BaseDocument(object):
                 default = default()
             setattr(self, field_name, default)
         else:
-            super(BaseDocument, self).__delattr__(*args, **kwargs)
+            super().__delattr__(*args, **kwargs)
 
     def __setattr__(self, name, value):
         # Handle dynamic data only if an initialised dynamic document
         if self._dynamic and not self._dynamic_lock:
 
-            if not hasattr(self, name) and not name.startswith("_"):
+            if name not in self._fields_ordered and not name.startswith("_"):
                 DynamicField = _import_class("DynamicField")
                 field = DynamicField(db_field=name, null=True)
                 field.name = name
@@ -210,9 +196,9 @@ class BaseDocument(object):
             and self__created
             and name == self._meta.get("id_field")
         ):
-            super(BaseDocument, self).__setattr__("_created", False)
+            super().__setattr__("_created", False)
 
-        super(BaseDocument, self).__setattr__(name, value)
+        super().__setattr__(name, value)
 
     def __getstate__(self):
         data = {}
@@ -242,10 +228,10 @@ class BaseDocument(object):
                 setattr(self, k, data[k])
         if "_fields_ordered" in data:
             if self._dynamic:
-                setattr(self, "_fields_ordered", data["_fields_ordered"])
+                self._fields_ordered = data["_fields_ordered"]
             else:
                 _super_fields_ordered = type(self)._fields_ordered
-                setattr(self, "_fields_ordered", _super_fields_ordered)
+                self._fields_ordered = _super_fields_ordered
 
         dynamic_fields = data.get("_dynamic_fields") or SON()
         for k in dynamic_fields.keys():
@@ -255,8 +241,7 @@ class BaseDocument(object):
         return iter(self._fields_ordered)
 
     def __getitem__(self, name):
-        """Dictionary-style field access, return a field's value if present.
+        """Dictionary-style field access, return a field's value if present."""
-        """
         try:
             if name in self._fields_ordered:
                 return getattr(self, name)
@@ -265,8 +250,7 @@ class BaseDocument(object):
         raise KeyError(name)
 
     def __setitem__(self, name, value):
-        """Dictionary-style field access, set a field's value.
+        """Dictionary-style field access, set a field's value."""
-        """
         # Ensure that the field exists before settings its value
         if not self._dynamic and name not in self._fields:
             raise KeyError(name)
@@ -288,16 +272,13 @@ class BaseDocument(object):
         except (UnicodeEncodeError, UnicodeDecodeError):
             u = "[Bad Unicode data]"
         repr_type = str if u is None else type(u)
-        return repr_type("<%s: %s>" % (self.__class__.__name__, u))
+        return repr_type(f"<{self.__class__.__name__}: {u}>")
 
     def __str__(self):
         # TODO this could be simpler?
         if hasattr(self, "__unicode__"):
-            if six.PY3:
+            return self.__unicode__()
-                return self.__unicode__()
+        return "%s object" % self.__class__.__name__
-            else:
-                return six.text_type(self).encode("utf-8")
-        return six.text_type("%s object" % self.__class__.__name__)
 
     def __eq__(self, other):
         if (
@@ -319,7 +300,8 @@ class BaseDocument(object):
 
     def clean(self):
         """
-        Hook for doing document level data cleaning before validation is run.
+        Hook for doing document level data cleaning (usually validation or assignment)
+        before validation is run.
 
         Any ValidationError raised by this method will not be associated with
         a particular field; it will have a special-case association with the
@@ -446,7 +428,7 @@ class BaseDocument(object):
                 pk = self.pk
             elif self._instance and hasattr(self._instance, "pk"):
                 pk = self._instance.pk
-            message = "ValidationError (%s:%s) " % (self._class_name, pk)
+            message = f"ValidationError ({self._class_name}:{pk}) "
             raise ValidationError(message, errors=errors)
 
     def to_json(self, *args, **kwargs):
@@ -519,7 +501,7 @@ class BaseDocument(object):
         if "." in key:
             key, rest = key.split(".", 1)
             key = self._db_field_map.get(key, key)
-            key = "%s.%s" % (key, rest)
+            key = f"{key}.{rest}"
         else:
             key = self._db_field_map.get(key, key)
 
@@ -542,6 +524,9 @@ class BaseDocument(object):
         """Using _get_changed_fields iterate and remove any fields that
         are marked as changed.
         """
+        ReferenceField = _import_class("ReferenceField")
+        GenericReferenceField = _import_class("GenericReferenceField")
+
         for changed in self._get_changed_fields():
             parts = changed.split(".")
             data = self
@@ -554,7 +539,8 @@ class BaseDocument(object):
                 elif isinstance(data, dict):
                     data = data.get(part, None)
                 else:
-                    data = getattr(data, part, None)
+                    field_name = data._reverse_db_field_map.get(part, part)
+                    data = getattr(data, field_name, None)
 
                 if not isinstance(data, LazyReference) and hasattr(
                     data, "_changed_fields"
@@ -563,10 +549,40 @@ class BaseDocument(object):
                         continue
 
                     data._changed_fields = []
+                elif isinstance(data, (list, tuple, dict)):
+                    if hasattr(data, "field") and isinstance(
+                        data.field, (ReferenceField, GenericReferenceField)
+                    ):
+                        continue
+                    BaseDocument._nestable_types_clear_changed_fields(data)
 
         self._changed_fields = []
 
-    def _nestable_types_changed_fields(self, changed_fields, base_key, data):
+    @staticmethod
+    def _nestable_types_clear_changed_fields(data):
+        """Inspect nested data for changed fields
+
+        :param data: data to inspect for changes
+        """
+        Document = _import_class("Document")
+
+        # Loop list / dict fields as they contain documents
+        # Determine the iterator to use
+        if not hasattr(data, "items"):
+            iterator = enumerate(data)
+        else:
+            iterator = data.items()
+
+        for _index_or_key, value in iterator:
+            if hasattr(value, "_get_changed_fields") and not isinstance(
+                value, Document
+            ):  # don't follow references
+                value._clear_changed_fields()
+            elif isinstance(value, (list, tuple, dict)):
+                BaseDocument._nestable_types_clear_changed_fields(value)
+
+    @staticmethod
+    def _nestable_types_changed_fields(changed_fields, base_key, data):
         """Inspect nested data for changed fields
 
         :param changed_fields: Previously collected changed fields
@@ -578,10 +594,10 @@ class BaseDocument(object):
         if not hasattr(data, "items"):
             iterator = enumerate(data)
         else:
-            iterator = iteritems(data)
+            iterator = data.items()
 
         for index_or_key, value in iterator:
-            item_key = "%s%s." % (base_key, index_or_key)
+            item_key = f"{base_key}{index_or_key}."
             # don't check anything lower if this key is already marked
             # as changed.
             if item_key[:-1] in changed_fields:
@@ -589,15 +605,18 @@ class BaseDocument(object):
 
             if hasattr(value, "_get_changed_fields"):
                 changed = value._get_changed_fields()
-                changed_fields += ["%s%s" % (item_key, k) for k in changed if k]
+                changed_fields += [f"{item_key}{k}" for k in changed if k]
             elif isinstance(value, (list, tuple, dict)):
-                self._nestable_types_changed_fields(changed_fields, item_key, value)
+                BaseDocument._nestable_types_changed_fields(
+                    changed_fields, item_key, value
+                )
 
     def _get_changed_fields(self):
-        """Return a list of all fields that have explicitly been changed.
+        """Return a list of all fields that have explicitly been changed."""
-        """
         EmbeddedDocument = _import_class("EmbeddedDocument")
+        LazyReferenceField = _import_class("LazyReferenceField")
         ReferenceField = _import_class("ReferenceField")
+        GenericLazyReferenceField = _import_class("GenericLazyReferenceField")
         GenericReferenceField = _import_class("GenericReferenceField")
         SortedListField = _import_class("SortedListField")
 
@@ -620,10 +639,16 @@ class BaseDocument(object):
             if isinstance(data, EmbeddedDocument):
                 # Find all embedded fields that have been changed
                 changed = data._get_changed_fields()
-                changed_fields += ["%s%s" % (key, k) for k in changed if k]
+                changed_fields += [f"{key}{k}" for k in changed if k]
             elif isinstance(data, (list, tuple, dict)):
                 if hasattr(field, "field") and isinstance(
-                    field.field, (ReferenceField, GenericReferenceField)
+                    field.field,
+                    (
+                        LazyReferenceField,
+                        ReferenceField,
+                        GenericLazyReferenceField,
+                        GenericReferenceField,
+                    ),
                 ):
                     continue
                 elif isinstance(field, SortedListField) and field._ordering:
@@ -670,7 +695,7 @@ class BaseDocument(object):
                 del set_data["_id"]
 
         # Determine if any changed items were actually unset.
-        for path, value in set_data.items():
+        for path, value in list(set_data.items()):
             if value or isinstance(
                 value, (numbers.Number, bool)
             ):  # Account for 0 and True that are truthy
@@ -726,13 +751,13 @@ class BaseDocument(object):
         return cls._meta.get("collection", None)
 
     @classmethod
-    def _from_son(cls, son, _auto_dereference=True, only_fields=None, created=False):
+    def _from_son(cls, son, _auto_dereference=True, created=False):
-        """Create an instance of a Document (subclass) from a PyMongo SON."""
+        """Create an instance of a Document (subclass) from a PyMongo SON (dict)"""
-        if not only_fields:
-            only_fields = []
-
         if son and not isinstance(son, dict):
-            raise ValueError("The source SON object needs to be of type 'dict'")
+            raise ValueError(
+                "The source SON object needs to be of type 'dict' but a '%s' was found"
+                % type(son)
+            )
 
         # Get the class name from the document, falling back to the given
         # class if unavailable
@@ -740,8 +765,10 @@ class BaseDocument(object):
 
         # Convert SON to a data dict, making sure each key is a string and
         # corresponds to the right db field.
+        # This is needed as _from_son is currently called both from BaseDocument.__init__
+        # and from EmbeddedDocumentField.to_python
         data = {}
-        for key, value in iteritems(son):
+        for key, value in son.items():
             key = str(key)
             key = cls._db_field_map.get(key, key)
             data[key] = value
@@ -756,7 +783,7 @@ class BaseDocument(object):
         if not _auto_dereference:
             fields = copy.deepcopy(fields)
 
-        for field_name, field in iteritems(fields):
+        for field_name, field in fields.items():
             field._auto_dereference = _auto_dereference
             if field.db_field in data:
                 value = data[field.db_field]
@@ -770,8 +797,8 @@ class BaseDocument(object):
                     errors_dict[field_name] = e
 
         if errors_dict:
-            errors = "\n".join(["%s - %s" % (k, v) for k, v in errors_dict.items()])
+            errors = "\n".join([f"Field '{k}' - {v}" for k, v in errors_dict.items()])
-            msg = "Invalid data to create a `%s` instance.\n%s" % (
+            msg = "Invalid data to create a `{}` instance.\n{}".format(
                 cls._class_name,
                 errors,
             )
@@ -779,11 +806,9 @@ class BaseDocument(object):
 
         # In STRICT documents, remove any keys that aren't in cls._fields
         if cls.STRICT:
-            data = {k: v for k, v in iteritems(data) if k in cls._fields}
+            data = {k: v for k, v in data.items() if k in cls._fields}
 
-        obj = cls(
+        obj = cls(__auto_convert=False, _created=created, **data)
-            __auto_convert=False, _created=created, __only_fields=only_fields, **data
-        )
         obj._changed_fields = []
         if not _auto_dereference:
             obj._fields = fields
@@ -826,7 +851,7 @@ class BaseDocument(object):
     @classmethod
     def _build_index_spec(cls, spec):
         """Build a PyMongo index spec from a MongoEngine index spec."""
-        if isinstance(spec, six.string_types):
+        if isinstance(spec, str):
             spec = {"fields": [spec]}
         elif isinstance(spec, (list, tuple)):
             spec = {"fields": list(spec)}
@@ -923,7 +948,7 @@ class BaseDocument(object):
 
                 # Add any unique_with fields to the back of the index spec
                 if field.unique_with:
-                    if isinstance(field.unique_with, six.string_types):
+                    if isinstance(field.unique_with, str):
                         field.unique_with = [field.unique_with]
 
                     # Convert unique_with field names to real field names
@@ -943,9 +968,7 @@ class BaseDocument(object):
                     unique_fields += unique_with
 
                 # Add the new index to the list
-                fields = [
+                fields = [(f"{namespace}{f}", pymongo.ASCENDING) for f in unique_fields]
-                    ("%s%s" % (namespace, f), pymongo.ASCENDING) for f in unique_fields
-                ]
                 index = {"fields": fields, "unique": True, "sparse": sparse}
                 unique_indexes.append(index)
 
@@ -981,9 +1004,7 @@ class BaseDocument(object):
             "PolygonField",
         )
 
-        geo_field_types = tuple(
+        geo_field_types = tuple(_import_class(field) for field in geo_field_type_names)
-            [_import_class(field) for field in geo_field_type_names]
-        )
 
         for field in cls._fields.values():
             if not isinstance(field, geo_field_types):
@@ -1001,7 +1022,7 @@ class BaseDocument(object):
             elif field._geo_index:
                 field_name = field.db_field
                 if parent_field:
-                    field_name = "%s.%s" % (parent_field, field_name)
+                    field_name = f"{parent_field}.{field_name}"
                 geo_indices.append({"fields": [(field_name, field._geo_index)]})
 
         return geo_indices
@@ -1139,8 +1160,7 @@ class BaseDocument(object):
 
     @classmethod
     def _translate_field_name(cls, field, sep="."):
-        """Translate a field attribute name to a database field name.
+        """Translate a field attribute name to a database field name."""
-        """
         parts = field.split(sep)
         parts = [f.db_field for f in cls._lookup_field(parts)]
         return ".".join(parts)
@@ -1170,9 +1190,6 @@ class BaseDocument(object):
                 else [value]
             )
             return sep.join(
-                [
+                [str(dict(field.choices).get(val, val)) for val in values or []]
-                    six.text_type(dict(field.choices).get(val, val))
-                    for val in values or []
-                ]
             )
         return value

mongoengine/base/fields.py

@@ -1,28 +1,27 @@
 import operator
-import warnings
 import weakref
 
-from bson import DBRef, ObjectId, SON
 import pymongo
-import six
+from bson import SON, DBRef, ObjectId
-from six import iteritems
 
 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")
 
 
-class BaseField(object):
+class BaseField:
     """A base class for fields in a MongoDB document. Instances of this class
     may be added to subclasses of `Document` to define a document's schema.
-
-    .. versionchanged:: 0.5 - added verbose and help text
     """
 
-    name = None
+    name = None  # set in TopLevelDocumentMetaclass
     _geo_index = False
     _auto_gen = False  # Call `generate` to generate a value
     _auto_dereference = True
@@ -36,7 +35,6 @@ class BaseField(object):
     def __init__(
         self,
         db_field=None,
-        name=None,
         required=False,
         default=None,
         unique=False,
@@ -46,12 +44,11 @@ class BaseField(object):
         choices=None,
         null=False,
         sparse=False,
-        **kwargs
+        **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
@@ -75,11 +72,8 @@ class BaseField(object):
             existing attributes. Common metadata includes `verbose_name` and
             `help_text`.
         """
-        self.db_field = (db_field or name) if not primary_key else "_id"
+        self.db_field = db_field 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)
@@ -92,13 +86,11 @@ class BaseField(object):
         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(
+        if self.db_field is not None and not isinstance(self.db_field, str):
-            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, six.string_types) and (
+        if isinstance(self.db_field, str) and (
             "." in self.db_field
             or "\0" in self.db_field
             or self.db_field.startswith("$")
@@ -129,8 +121,7 @@ class BaseField(object):
             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
@@ -221,14 +212,12 @@ class BaseField(object):
         # 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(
+                self.error("Value must be an instance of %s" % (choice_list))
-                    "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" % six.text_type(choice_list))
+                self.error("Value must be one of %s" % str(choice_list))
 
     def _validate(self, value, **kwargs):
         # Check the Choices Constraint
@@ -276,11 +265,22 @@ 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
     """
 
-    field = None
+    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
 
     def __get__(self, instance, owner):
         """Descriptor to automatically dereference references."""
@@ -299,24 +299,20 @@ class ComplexBaseField(BaseField):
             or isinstance(self.field, (GenericReferenceField, ReferenceField))
         )
 
-        _dereference = _import_class("DeReference")()
-
         if (
             instance._initialised
             and dereference
             and instance._data.get(self.name)
             and not getattr(instance._data[self.name], "_dereferenced", False)
         ):
-            instance._data[self.name] = _dereference(
+            ref_values = instance._data.get(self.name)
-                instance._data.get(self.name),
+            instance._data[self.name] = self._lazy_load_refs(
-                max_depth=1,
+                ref_values=ref_values, instance=instance, name=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(ComplexBaseField, self).__get__(instance, owner)
+        value = super().__get__(instance, owner)
 
         # Convert lists / values so we can watch for any changes on them
         if isinstance(value, (list, tuple)):
@@ -337,7 +333,9 @@ class ComplexBaseField(BaseField):
             and isinstance(value, (BaseList, BaseDict))
             and not value._dereferenced
         ):
-            value = _dereference(value, max_depth=1, instance=instance, name=self.name)
+            value = self._lazy_load_refs(
+                ref_values=value, instance=instance, name=self.name, max_depth=1
+            )
             value._dereferenced = True
             instance._data[self.name] = value
 
@@ -345,7 +343,7 @@ class ComplexBaseField(BaseField):
 
     def to_python(self, value):
         """Convert a MongoDB-compatible type to a Python type."""
-        if isinstance(value, six.string_types):
+        if isinstance(value, str):
             return value
 
         if hasattr(value, "to_python"):
@@ -399,7 +397,7 @@ class ComplexBaseField(BaseField):
         EmbeddedDocument = _import_class("EmbeddedDocument")
         GenericReferenceField = _import_class("GenericReferenceField")
 
-        if isinstance(value, six.string_types):
+        if isinstance(value, str):
             return value
 
         if hasattr(value, "to_mongo"):
@@ -423,11 +421,11 @@ class ComplexBaseField(BaseField):
         if self.field:
             value_dict = {
                 key: self.field._to_mongo_safe_call(item, use_db_field, fields)
-                for key, item in iteritems(value)
+                for key, item in value.items()
             }
         else:
             value_dict = {}
-            for k, v in iteritems(value):
+            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:
@@ -466,8 +464,8 @@ class ComplexBaseField(BaseField):
         """If field is provided ensure the value is valid."""
         errors = {}
         if self.field:
-            if hasattr(value, "iteritems") or hasattr(value, "items"):
+            if hasattr(value, "items"):
-                sequence = iteritems(value)
+                sequence = value.items()
             else:
                 sequence = enumerate(value)
             for k, v in sequence:
@@ -480,7 +478,7 @@ class ComplexBaseField(BaseField):
 
             if errors:
                 field_class = self.field.__class__.__name__
-                self.error("Invalid %s item (%s)" % (field_class, value), errors=errors)
+                self.error(f"Invalid {field_class} item ({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")
@@ -513,10 +511,9 @@ class ObjectIdField(BaseField):
     def to_mongo(self, value):
         if not isinstance(value, ObjectId):
             try:
-                return ObjectId(six.text_type(value))
+                return ObjectId(str(value))
             except Exception as e:
-                # e.message attribute has been deprecated since Python 2.6
+                self.error(str(e))
-                self.error(six.text_type(e))
         return value
 
     def prepare_query_value(self, op, value):
@@ -524,16 +521,13 @@ class ObjectIdField(BaseField):
 
     def validate(self, value):
         try:
-            ObjectId(six.text_type(value))
+            ObjectId(str(value))
         except Exception:
-            self.error("Invalid Object ID")
+            self.error("Invalid ObjectID")
 
 
 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"
@@ -546,14 +540,14 @@ class GeoJsonBaseField(BaseField):
         self._name = "%sField" % self._type
         if not auto_index:
             self._geo_index = False
-        super(GeoJsonBaseField, self).__init__(*args, **kwargs)
+        super().__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('%s type must be "%s"' % (self._name, self._type))
+                    self.error(f'{self._name} type must be "{self._type}"')
                 return self.validate(value["coordinates"])
             else:
                 self.error(

mongoengine/base/metaclasses.py

@@ -1,11 +1,12 @@
 import itertools
 import warnings
 
-import six
-from six import iteritems, itervalues
-
 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 (
@@ -15,7 +16,6 @@ from mongoengine.queryset import (
     QuerySetManager,
 )
 
-
 __all__ = ("DocumentMetaclass", "TopLevelDocumentMetaclass")
 
 
@@ -25,7 +25,7 @@ class DocumentMetaclass(type):
     # TODO lower complexity of this method
     def __new__(mcs, name, bases, attrs):
         flattened_bases = mcs._get_bases(bases)
-        super_new = super(DocumentMetaclass, mcs).__new__
+        super_new = super().__new__
 
         # If a base class just call super
         metaclass = attrs.get("my_metaclass")
@@ -69,7 +69,7 @@ class DocumentMetaclass(type):
             # Standard object mixin - merge in any Fields
             if not hasattr(base, "_meta"):
                 base_fields = {}
-                for attr_name, attr_value in iteritems(base.__dict__):
+                for attr_name, attr_value in base.__dict__.items():
                     if not isinstance(attr_value, BaseField):
                         continue
                     attr_value.name = attr_name
@@ -81,7 +81,7 @@ class DocumentMetaclass(type):
 
         # Discover any document fields
         field_names = {}
-        for attr_name, attr_value in iteritems(attrs):
+        for attr_name, attr_value in attrs.items():
             if not isinstance(attr_value, BaseField):
                 continue
             attr_value.name = attr_name
@@ -111,9 +111,7 @@ class DocumentMetaclass(type):
 
         attrs["_fields_ordered"] = tuple(
             i[1]
-            for i in sorted(
+            for i in sorted((v.creation_counter, v.name) for v in doc_fields.values())
-                (v.creation_counter, v.name) for v in itervalues(doc_fields)
-            )
         )
 
         #
@@ -173,24 +171,8 @@ 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 itervalues(new_class._fields):
+        for field in new_class._fields.values():
             f = field
             if f.owner_document is None:
                 f.owner_document = new_class
@@ -252,8 +234,7 @@ class DocumentMetaclass(type):
             if base is object:
                 continue
             yield base
-            for child_base in mcs.__get_bases(base.__bases__):
+            yield from mcs.__get_bases(base.__bases__)
-                yield child_base
 
     @classmethod
     def _import_classes(mcs):
@@ -271,7 +252,7 @@ class TopLevelDocumentMetaclass(DocumentMetaclass):
 
     def __new__(mcs, name, bases, attrs):
         flattened_bases = mcs._get_bases(bases)
-        super_new = super(TopLevelDocumentMetaclass, mcs).__new__
+        super_new = super().__new__
 
         # Set default _meta data if base class, otherwise get user defined meta
         if attrs.get("my_metaclass") == TopLevelDocumentMetaclass:
@@ -284,7 +265,6 @@ class TopLevelDocumentMetaclass(DocumentMetaclass):
                 "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
@@ -360,7 +340,7 @@ class TopLevelDocumentMetaclass(DocumentMetaclass):
         # 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")]
+            b._meta.get("abstract") for b in flattened_bases if hasattr(b, "_meta")
         )
         if (
             not simple_class
@@ -399,7 +379,7 @@ class TopLevelDocumentMetaclass(DocumentMetaclass):
             new_class.objects = QuerySetManager()
 
         # Validate the fields and set primary key if needed
-        for field_name, field in iteritems(new_class._fields):
+        for field_name, field in new_class._fields.items():
             if field.primary_key:
                 # Ensure only one primary key is set
                 current_pk = new_class._meta.get("id_field")
@@ -462,8 +442,8 @@ class TopLevelDocumentMetaclass(DocumentMetaclass):
 
         id_basename, id_db_basename, i = ("auto_id", "_auto_id", 0)
         for i in itertools.count():
-            id_name = "{0}_{1}".format(id_basename, i)
+            id_name = f"{id_basename}_{i}"
-            id_db_name = "{0}_{1}".format(id_db_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
 
@@ -476,7 +456,7 @@ class MetaDict(dict):
     _merge_options = ("indexes",)
 
     def merge(self, new_options):
-        for k, v in iteritems(new_options):
+        for k, v in new_options.items():
             if k in self._merge_options:
                 self[k] = self.get(k, []) + v
             else:

mongoengine/base/utils.py

@@ -1,7 +1,7 @@
 import re
 
 
-class LazyRegexCompiler(object):
+class LazyRegexCompiler:
     """Descriptor to allow lazy compilation of regex"""
 
     def __init__(self, pattern, flags=0):

mongoengine/connection.py

@@ -1,6 +1,5 @@
 from pymongo import MongoClient, ReadPreference, uri_parser
 from pymongo.database import _check_name
-import six
 
 __all__ = [
     "DEFAULT_CONNECTION_NAME",
@@ -39,8 +38,8 @@ 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, six.string_types):
+    if not isinstance(name, str):
-        raise TypeError("name must be an instance of %s" % six.string_types)
+        raise TypeError("name must be an instance of %s" % str)
     elif name != "$external":
         _check_name(name)
 
@@ -55,28 +54,26 @@ def _get_connection_settings(
     password=None,
     authentication_source=None,
     authentication_mechanism=None,
-    **kwargs
+    **kwargs,
 ):
     """Get the connection settings as a dict
 
-    : param db: the name of the database to use, for compatibility with connect
+    :param db: the name of the database to use, for compatibility with connect
-    : param name: the name of the specific database to use
+    :param name: the name of the specific database to use
-    : param host: the host name of the: program: `mongod` instance to connect to
+    :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 port: the port that the: program: `mongod` instance is running on
-    : param read_preference: The read preference for the collection
+    :param read_preference: The read preference for the collection
-    : param username: username to authenticate with
+    :param username: username to authenticate with
-    : param password: password to authenticate with
+    :param password: password to authenticate with
-    : param authentication_source: database to authenticate against
+    :param authentication_source: database to authenticate against
-    : param authentication_mechanism: database authentication mechanisms.
+    :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
+    :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,
+    :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,
@@ -93,7 +90,7 @@ def _get_connection_settings(
     conn_host = conn_settings["host"]
 
     # Host can be a list or a string, so if string, force to a list.
-    if isinstance(conn_host, six.string_types):
+    if isinstance(conn_host, str):
         conn_host = [conn_host]
 
     resolved_hosts = []
@@ -148,7 +145,7 @@ def _get_connection_settings(
                 # TODO simplify the code below once we drop support for
                 # PyMongo v3.4.
                 read_pf_mode = uri_options["readpreference"]
-                if isinstance(read_pf_mode, six.string_types):
+                if isinstance(read_pf_mode, str):
                     read_pf_mode = read_pf_mode.lower()
                 for preference in read_preferences:
                     if (
@@ -180,30 +177,27 @@ def register_connection(
     password=None,
     authentication_source=None,
     authentication_mechanism=None,
-    **kwargs
+    **kwargs,
 ):
     """Register the connection settings.
 
-    : param alias: the name that will be used to refer to this connection
+    :param alias: the name that will be used to refer to this connection throughout MongoEngine
-        throughout MongoEngine
+    :param db: the name of the database to use, for compatibility with connect
-    : param db: the name of the database to use, for compatibility with connect
+    :param name: the name of the specific database to use
-    : param name: the name of the specific database to use
+    :param host: the host name of the: program: `mongod` instance to connect to
-    : 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 port: the port that the: program: `mongod` instance is running on
+    :param read_preference: The read preference for the collection
-    : param read_preference: The read preference for the collection
+    :param username: username to authenticate with
-    : param username: username to authenticate with
+    :param password: password to authenticate with
-    : param password: password to authenticate with
+    :param authentication_source: database to authenticate against
-    : param authentication_source: database to authenticate against
+    :param authentication_mechanism: database authentication mechanisms.
-    : 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
+    :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,
+    :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 = _get_connection_settings(
         db=db,
@@ -215,15 +209,15 @@ def register_connection(
         password=password,
         authentication_source=authentication_source,
         authentication_mechanism=authentication_mechanism,
-        **kwargs
+        **kwargs,
     )
     _connection_settings[alias] = conn_settings
 
 
 def disconnect(alias=DEFAULT_CONNECTION_NAME):
     """Close the connection with a given alias."""
-    from mongoengine.base.common import _get_documents_by_db
     from mongoengine import Document
+    from mongoengine.base.common import _get_documents_by_db
 
     if alias in _connections:
         get_connection(alias=alias).close()
@@ -318,7 +312,7 @@ def _create_connection(alias, connection_class, **connection_settings):
     try:
         return connection_class(**connection_settings)
     except Exception as e:
-        raise ConnectionFailure("Cannot connect to database %s :\n%s" % (alias, e))
+        raise ConnectionFailure(f"Cannot connect to database {alias} :\n{e}")
 
 
 def _find_existing_connection(connection_settings):
@@ -387,8 +381,6 @@ def connect(db=None, alias=DEFAULT_CONNECTION_NAME, **kwargs):
 
     See the docstring for `register_connection` for more details about all
     supported kwargs.
-
-    .. versionchanged:: 0.6 - added multiple database support.
     """
     if alias in _connections:
         prev_conn_setting = _connection_settings[alias]
@@ -396,8 +388,8 @@ def connect(db=None, alias=DEFAULT_CONNECTION_NAME, **kwargs):
 
         if new_conn_settings != prev_conn_setting:
             err_msg = (
-                u"A different connection with alias `{}` was already "
+                "A different connection with alias `{}` was already "
-                u"registered. Use disconnect() first"
+                "registered. Use disconnect() first"
             ).format(alias)
             raise ConnectionFailure(err_msg)
     else:

mongoengine/context_managers.py

@@ -1,7 +1,7 @@
 from contextlib import contextmanager
 
+from pymongo.read_concern import ReadConcern
 from pymongo.write_concern import WriteConcern
-from six import iteritems
 
 from mongoengine.common import _import_class
 from mongoengine.connection import DEFAULT_CONNECTION_NAME, get_db
@@ -14,10 +14,11 @@ __all__ = (
     "no_sub_classes",
     "query_counter",
     "set_write_concern",
+    "set_read_write_concern",
 )
 
 
-class switch_db(object):
+class switch_db:
     """switch_db alias context manager.
 
     Example ::
@@ -58,7 +59,7 @@ class switch_db(object):
         self.cls._collection = self.collection
 
 
-class switch_collection(object):
+class switch_collection:
     """switch_collection alias context manager.
 
     Example ::
@@ -100,7 +101,7 @@ class switch_collection(object):
         self.cls._get_collection_name = self.ori_get_collection_name
 
 
-class no_dereference(object):
+class no_dereference:
     """no_dereference context manager.
 
     Turns off all dereferencing in Documents for the duration of the context
@@ -123,7 +124,7 @@ class no_dereference(object):
 
         self.deref_fields = [
             k
-            for k, v in iteritems(self.cls._fields)
+            for k, v in self.cls._fields.items()
             if isinstance(v, (ReferenceField, GenericReferenceField, ComplexBaseField))
         ]
 
@@ -140,7 +141,7 @@ class no_dereference(object):
         return self.cls
 
 
-class no_sub_classes(object):
+class no_sub_classes:
     """no_sub_classes context manager.
 
     Only returns instances of this class and no sub (inherited) classes::
@@ -168,24 +169,37 @@ class no_sub_classes(object):
         self.cls._subclasses = self.cls_initial_subclasses
 
 
-class query_counter(object):
+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 beginnig of the context and counting the new entries.
+    resetting the db.system.profile collection at the beginning of the context and counting the new entries.
 
     This was designed for debugging purpose. In fact it is a global counter so queries issued by other threads/processes
     can interfere with it
 
+    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)
+    - 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):
+    def __init__(self, alias=DEFAULT_CONNECTION_NAME):
-        """Construct the query_counter
+        self.db = get_db(alias=alias)
-        """
-        self.db = get_db()
         self.initial_profiling_level = None
         self._ctx_query_counter = 0  # number of queries issued by the context
 
@@ -235,7 +249,7 @@ class query_counter(object):
 
     def __repr__(self):
         """repr query_counter as the number of queries."""
-        return u"%s" % self._get_count()
+        return "%s" % self._get_count()
 
     def _get_count(self):
         """Get the number of queries by counting the current number of entries in db.system.profile
@@ -247,8 +261,8 @@ class query_counter(object):
             - self._ctx_query_counter
         )
         self._ctx_query_counter += (
-            1
+            1  # Account for the query we just issued to gather the information
-        )  # Account for the query we just issued to gather the information
+        )
         return count
 
 
@@ -257,3 +271,21 @@ 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),
+    )

mongoengine/dereference.py

@@ -1,6 +1,4 @@
-from bson import DBRef, SON
+from bson import SON, DBRef
-import six
-from six import iteritems
 
 from mongoengine.base import (
     BaseDict,
@@ -12,11 +10,16 @@ from mongoengine.base import (
 from mongoengine.base.datastructures import LazyReference
 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(object):
+class DeReference:
     def __call__(self, items, max_depth=1, instance=None, name=None):
         """
         Cheaply dereferences the items to a set depth.
@@ -30,7 +33,7 @@ class DeReference(object):
             :class:`~mongoengine.base.ComplexBaseField`
         :param get: A boolean determining if being called by __get__
         """
-        if items is None or isinstance(items, six.string_types):
+        if items is None or isinstance(items, str):
             return items
 
         # cheapest way to convert a queryset to a list
@@ -53,10 +56,10 @@ class DeReference(object):
                 doc_type = doc_type.document_type
                 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:
@@ -79,7 +82,7 @@ class DeReference(object):
 
                     def _get_items_from_dict(items):
                         new_items = {}
-                        for k, v in iteritems(items):
+                        for k, v in items.items():
                             value = v
                             if isinstance(v, list):
                                 value = _get_items_from_list(v)
@@ -120,7 +123,7 @@ class DeReference(object):
         depth += 1
         for item in iterator:
             if isinstance(item, (Document, EmbeddedDocument)):
-                for field_name, field in iteritems(item._fields):
+                for field_name, field in item._fields.items():
                     v = item._data.get(field_name, None)
                     if isinstance(v, LazyReference):
                         # LazyReference inherits DBRef but should not be dereferenced here !
@@ -136,7 +139,7 @@ class DeReference(object):
                             getattr(field, "field", None), "document_type", None
                         )
                         references = self._find_references(v, depth)
-                        for key, refs in iteritems(references):
+                        for key, refs in references.items():
                             if isinstance(
                                 field_cls, (Document, TopLevelDocumentMetaclass)
                             ):
@@ -153,16 +156,15 @@ class DeReference(object):
                 )
             elif isinstance(item, (dict, list, tuple)) and depth - 1 <= self.max_depth:
                 references = self._find_references(item, depth - 1)
-                for key, refs in iteritems(references):
+                for key, refs in references.items():
                     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 iteritems(self.reference_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))
@@ -174,7 +176,7 @@ class DeReference(object):
                     dbref for dbref in dbrefs if (col_name, dbref) not in object_map
                 ]
                 references = collection.objects.in_bulk(refs)
-                for key, doc in iteritems(references):
+                for key, doc in references.items():
                     object_map[(col_name, key)] = doc
             else:  # Generic reference: use the refs data to convert to document
                 if isinstance(doc_type, (ListField, DictField, MapField)):
@@ -250,7 +252,7 @@ class DeReference(object):
             data = []
         else:
             is_list = False
-            iterator = iteritems(items)
+            iterator = items.items()
             data = {}
 
         depth += 1
@@ -274,14 +276,12 @@ class DeReference(object):
                             (v["_ref"].collection, v["_ref"].id), v
                         )
                     elif isinstance(v, (dict, list, tuple)) and depth <= self.max_depth:
-                        item_name = six.text_type("{0}.{1}.{2}").format(
+                        item_name = f"{name}.{k}.{field_name}"
-                            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 = "%s.%s" % (name, k) if name else name
+                item_name = f"{name}.{k}" if name else name
                 data[k] = self._attach_objects(
                     v, depth - 1, instance=instance, name=item_name
                 )

mongoengine/document.py

@@ -1,11 +1,8 @@
 import re
-import warnings
 
-from bson.dbref import DBRef
 import pymongo
+from bson.dbref import DBRef
 from pymongo.read_preferences import ReadPreference
-import six
-from six import iteritems
 
 from mongoengine import signals
 from mongoengine.base import (
@@ -19,14 +16,23 @@ from mongoengine.base import (
 )
 from mongoengine.common import _import_class
 from mongoengine.connection import DEFAULT_CONNECTION_NAME, get_db
-from mongoengine.context_managers import set_write_concern, switch_collection, switch_db
+from mongoengine.context_managers import (
+    set_write_concern,
+    switch_collection,
+    switch_db,
+)
 from mongoengine.errors import (
     InvalidDocumentError,
     InvalidQueryError,
     SaveConditionError,
 )
 from mongoengine.pymongo_support import list_collection_names
-from mongoengine.queryset import NotUniqueError, OperationError, QuerySet, transform
+from mongoengine.queryset import (
+    NotUniqueError,
+    OperationError,
+    QuerySet,
+    transform,
+)
 
 __all__ = (
     "Document",
@@ -44,7 +50,7 @@ def includes_cls(fields):
     """Helper function used for ensuring and comparing indexes."""
     first_field = None
     if len(fields):
-        if isinstance(fields[0], six.string_types):
+        if isinstance(fields[0], str):
             first_field = fields[0]
         elif isinstance(fields[0], (list, tuple)) and len(fields[0]):
             first_field = fields[0][0]
@@ -55,8 +61,8 @@ class InvalidCollectionError(Exception):
     pass
 
 
-class EmbeddedDocument(six.with_metaclass(DocumentMetaclass, BaseDocument)):
+class EmbeddedDocument(BaseDocument, metaclass=DocumentMetaclass):
-    """A :class:`~mongoengine.Document` that isn't stored in its own
+    r"""A :class:`~mongoengine.Document` that isn't stored in its own
     collection.  :class:`~mongoengine.EmbeddedDocument`\ s should be used as
     fields on :class:`~mongoengine.Document`\ s through the
     :class:`~mongoengine.EmbeddedDocumentField` field type.
@@ -71,7 +77,6 @@ class EmbeddedDocument(six.with_metaclass(DocumentMetaclass, BaseDocument)):
 
     __slots__ = ("_instance",)
 
-    # The __metaclass__ attribute is removed by 2to3 when running with Python3
     # my_metaclass is defined so that metaclass can be queried in Python 2 & 3
     my_metaclass = DocumentMetaclass
 
@@ -82,7 +87,7 @@ class EmbeddedDocument(six.with_metaclass(DocumentMetaclass, BaseDocument)):
     __hash__ = None
 
     def __init__(self, *args, **kwargs):
-        super(EmbeddedDocument, self).__init__(*args, **kwargs)
+        super().__init__(*args, **kwargs)
         self._instance = None
         self._changed_fields = []
 
@@ -94,8 +99,17 @@ class EmbeddedDocument(six.with_metaclass(DocumentMetaclass, BaseDocument)):
     def __ne__(self, other):
         return not self.__eq__(other)
 
+    def __getstate__(self):
+        data = super().__getstate__()
+        data["_instance"] = None
+        return data
+
+    def __setstate__(self, state):
+        super().__setstate__(state)
+        self._instance = state["_instance"]
+
     def to_mongo(self, *args, **kwargs):
-        data = super(EmbeddedDocument, self).to_mongo(*args, **kwargs)
+        data = super().to_mongo(*args, **kwargs)
 
         # remove _id from the SON if it's in it and it's None
         if "_id" in data and data["_id"] is None:
@@ -104,7 +118,7 @@ class EmbeddedDocument(six.with_metaclass(DocumentMetaclass, BaseDocument)):
         return data
 
 
-class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
+class Document(BaseDocument, metaclass=TopLevelDocumentMetaclass):
     """The base class used for defining the structure and properties of
     collections of documents stored in MongoDB. Inherit from this class, and
     add fields as class attributes to define a document's structure.
@@ -113,7 +127,7 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
 
     By default, the MongoDB collection used to store documents created using a
     :class:`~mongoengine.Document` subclass will be the name of the subclass
-    converted to lowercase. A different collection may be specified by
+    converted to snake_case. A different collection may be specified by
     providing :attr:`collection` to the :attr:`meta` dictionary in the class
     definition.
 
@@ -121,7 +135,7 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
     create a specialised version of the document that will be stored in the
     same collection. To facilitate this behaviour a `_cls`
     field is added to documents (hidden though the MongoEngine interface).
-    To enable this behaviourset :attr:`allow_inheritance` to ``True`` in the
+    To enable this behaviour set :attr:`allow_inheritance` to ``True`` in the
     :attr:`meta` dictionary.
 
     A :class:`~mongoengine.Document` may use a **Capped Collection** by
@@ -156,7 +170,6 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
     in the :attr:`meta` dictionary.
     """
 
-    # The __metaclass__ attribute is removed by 2to3 when running with Python3
     # my_metaclass is defined so that metaclass can be queried in Python 2 & 3
     my_metaclass = TopLevelDocumentMetaclass
 
@@ -260,7 +273,7 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
         return db.create_collection(collection_name, **opts)
 
     def to_mongo(self, *args, **kwargs):
-        data = super(Document, self).to_mongo(*args, **kwargs)
+        data = super().to_mongo(*args, **kwargs)
 
         # If '_id' is None, try and set it from self._data. If that
         # doesn't exist either, remove '_id' from the SON completely.
@@ -328,11 +341,11 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
         _refs=None,
         save_condition=None,
         signal_kwargs=None,
-        **kwargs
+        **kwargs,
     ):
         """Save the :class:`~mongoengine.Document` to the database. If the
         document already exists, it will be updated, otherwise it will be
-        created.
+        created. Returns the saved object instance.
 
         :param force_insert: only try to create a new document, don't allow
             updates of existing documents.
@@ -371,15 +384,6 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
             meta['cascade'] = True.  Also you can pass different kwargs to
             the cascade save using cascade_kwargs which overwrites the
             existing kwargs with custom values.
-        .. versionchanged:: 0.8.5
-            Optional save_condition that only overwrites existing documents
-            if the condition is satisfied in the current db record.
-        .. versionchanged:: 0.10
-            :class:`OperationError` exception raised if save_condition fails.
-        .. versionchanged:: 0.10.1
-            :class: save_condition failure now raises a `SaveConditionError`
-        .. versionchanged:: 0.10.7
-            Add signal_kwargs argument
         """
         signal_kwargs = signal_kwargs or {}
 
@@ -431,16 +435,16 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
                 self.cascade_save(**kwargs)
 
         except pymongo.errors.DuplicateKeyError as err:
-            message = u"Tried to save duplicate unique keys (%s)"
+            message = "Tried to save duplicate unique keys (%s)"
-            raise NotUniqueError(message % six.text_type(err))
+            raise NotUniqueError(message % err)
         except pymongo.errors.OperationFailure as err:
             message = "Could not save document (%s)"
-            if re.match("^E1100[01] duplicate key", six.text_type(err)):
+            if re.match("^E1100[01] duplicate key", str(err)):
                 # E11000 - duplicate key error index
                 # E11001 - duplicate key on update
-                message = u"Tried to save duplicate unique keys (%s)"
+                message = "Tried to save duplicate unique keys (%s)"
-                raise NotUniqueError(message % six.text_type(err))
+                raise NotUniqueError(message % err)
-            raise OperationError(message % six.text_type(err))
+            raise OperationError(message % err)
 
         # Make sure we store the PK on this document now that it's saved
         id_field = self._meta["id_field"]
@@ -468,9 +472,9 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
             # insert_one will provoke UniqueError alongside save does not
             # therefore, it need to catch and call replace_one.
             if "_id" in doc:
-                raw_object = wc_collection.find_one_and_replace(
+                select_dict = {"_id": doc["_id"]}
-                    {"_id": doc["_id"]}, doc
+                select_dict = self._integrate_shard_key(doc, select_dict)
-                )
+                raw_object = wc_collection.find_one_and_replace(select_dict, doc)
                 if raw_object:
                     return doc["_id"]
 
@@ -493,6 +497,23 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
 
         return update_doc
 
+    def _integrate_shard_key(self, doc, select_dict):
+        """Integrates the collection's shard key to the `select_dict`, which will be used for the query.
+        The value from the shard key is taken from the `doc` and finally the select_dict is returned.
+        """
+
+        # Need to add shard key to query, or you get an error
+        shard_key = self._meta.get("shard_key", tuple())
+        for k in shard_key:
+            path = self._lookup_field(k.split("."))
+            actual_key = [p.db_field for p in path]
+            val = doc
+            for ak in actual_key:
+                val = val[ak]
+            select_dict[".".join(actual_key)] = val
+
+        return select_dict
+
     def _save_update(self, doc, save_condition, write_concern):
         """Update an existing document.
 
@@ -508,15 +529,7 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
 
         select_dict["_id"] = object_id
 
-        # Need to add shard key to query, or you get an error
+        select_dict = self._integrate_shard_key(doc, select_dict)
-        shard_key = self._meta.get("shard_key", tuple())
-        for k in shard_key:
-            path = self._lookup_field(k.split("."))
-            actual_key = [p.db_field for p in path]
-            val = doc
-            for ak in actual_key:
-                val = val[ak]
-            select_dict[".".join(actual_key)] = val
 
         update_doc = self._get_update_doc()
         if update_doc:
@@ -559,7 +572,7 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
             if not getattr(ref, "_changed_fields", True):
                 continue
 
-            ref_id = "%s,%s" % (ref.__class__.__name__, str(ref._data))
+            ref_id = f"{ref.__class__.__name__},{str(ref._data)}"
             if ref and ref_id not in _refs:
                 _refs.append(ref_id)
                 kwargs["_refs"] = _refs
@@ -570,7 +583,7 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
     def _qs(self):
         """Return the default queryset corresponding to this document."""
         if not hasattr(self, "__objects"):
-            self.__objects = QuerySet(self, self._get_collection())
+            self.__objects = QuerySet(self.__class__, self._get_collection())
         return self.__objects
 
     @property
@@ -625,16 +638,13 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
             For example, ``save(..., w: 2, fsync: True)`` will
             wait until at least two servers have recorded the write and
             will force an fsync on the primary server.
-
-        .. versionchanged:: 0.10.7
-            Add signal_kwargs argument
         """
         signal_kwargs = signal_kwargs or {}
         signals.pre_delete.send(self.__class__, document=self, **signal_kwargs)
 
         # Delete FileFields separately
         FileField = _import_class("FileField")
-        for name, field in iteritems(self._fields):
+        for name, field in self._fields.items():
             if isinstance(field, FileField):
                 getattr(self, name).delete()
 
@@ -643,7 +653,7 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
                 write_concern=write_concern, _from_doc_delete=True
             )
         except pymongo.errors.OperationFailure as err:
-            message = u"Could not delete document (%s)" % err.message
+            message = "Could not delete document (%s)" % err.args
             raise OperationError(message)
         signals.post_delete.send(self.__class__, document=self, **signal_kwargs)
 
@@ -709,8 +719,6 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
     def select_related(self, max_depth=1):
         """Handles dereferencing of :class:`~bson.dbref.DBRef` objects to
         a maximum depth in order to cut down the number queries to mongodb.
-
-        .. versionadded:: 0.5
         """
         DeReference = _import_class("DeReference")
         DeReference()([self], max_depth + 1)
@@ -721,10 +729,6 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
 
         :param fields: (optional) args list of fields to reload
         :param max_depth: (optional) depth of dereferencing to follow
-
-        .. versionadded:: 0.1.2
-        .. versionchanged:: 0.6  Now chainable
-        .. versionchanged:: 0.9  Can provide specific fields to reload
         """
         max_depth = 1
         if fields and isinstance(fields[0], int):
@@ -826,9 +830,6 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
 
         Raises :class:`OperationError` if the document has no collection set
         (i.g. if it is `abstract`)
-
-        .. versionchanged:: 0.10.7
-            :class:`OperationError` exception raised if no collection available
         """
         coll_name = cls._get_collection_name()
         if not coll_name:
@@ -851,17 +852,13 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
         index_spec = cls._build_index_spec(keys)
         index_spec = index_spec.copy()
         fields = index_spec.pop("fields")
-        drop_dups = kwargs.get("drop_dups", False)
-        if drop_dups:
-            msg = "drop_dups is deprecated and is removed when using PyMongo 3+."
-            warnings.warn(msg, DeprecationWarning)
         index_spec["background"] = background
         index_spec.update(kwargs)
 
         return cls._get_collection().create_index(fields, **index_spec)
 
     @classmethod
-    def ensure_index(cls, key_or_list, drop_dups=False, background=False, **kwargs):
+    def ensure_index(cls, key_or_list, background=False, **kwargs):
         """Ensure that the given indexes are in place. Deprecated in favour
         of create_index.
 
@@ -869,12 +866,7 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
             construct a multi-field index); keys may be prefixed with a **+**
             or a **-** to determine the index ordering
         :param background: Allows index creation in the background
-        :param drop_dups: Was removed/ignored with MongoDB >2.7.5. The value
-            will be removed if PyMongo3+ is used
         """
-        if drop_dups:
-            msg = "drop_dups is deprecated and is removed when using PyMongo 3+."
-            warnings.warn(msg, DeprecationWarning)
         return cls.create_index(key_or_list, background=background, **kwargs)
 
     @classmethod
@@ -883,16 +875,16 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
 
         Global defaults can be set in the meta - see :doc:`guide/defining-documents`
 
+        By default, this will get called automatically upon first interaction with the
+        Document collection (query, save, etc) so unless you disabled `auto_create_index`, you
+        shouldn't have to call this manually.
+
         .. note:: You can disable automatic index creation by setting
                   `auto_create_index` to False in the documents meta data
         """
         background = cls._meta.get("index_background", False)
-        drop_dups = cls._meta.get("index_drop_dups", False)
         index_opts = cls._meta.get("index_opts") or {}
         index_cls = cls._meta.get("index_cls", True)
-        if drop_dups:
-            msg = "drop_dups is deprecated and is removed when using PyMongo 3+."
-            warnings.warn(msg, DeprecationWarning)
 
         collection = cls._get_collection()
         # 746: when connection is via mongos, the read preference is not necessarily an indication that
@@ -936,8 +928,10 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
 
     @classmethod
     def list_indexes(cls):
-        """ Lists all of the indexes that should be created for given
+        """Lists all indexes that should be created for the Document collection.
-        collection. It includes all the indexes from super- and sub-classes.
+        It includes all the indexes from super- and sub-classes.
+
+        Note that it will only return the indexes' fields, not the indexes' options
         """
         if cls._meta.get("abstract"):
             return []
@@ -992,16 +986,16 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
                     indexes.append(index)
 
         # finish up by appending { '_id': 1 } and { '_cls': 1 }, if needed
-        if [(u"_id", 1)] not in indexes:
+        if [("_id", 1)] not in indexes:
-            indexes.append([(u"_id", 1)])
+            indexes.append([("_id", 1)])
         if cls._meta.get("index_cls", True) and cls._meta.get("allow_inheritance"):
-            indexes.append([(u"_cls", 1)])
+            indexes.append([("_cls", 1)])
 
         return indexes
 
     @classmethod
     def compare_indexes(cls):
-        """ Compares the indexes defined in MongoEngine with the ones
+        """Compares the indexes defined in MongoEngine with the ones
         existing in the database. Returns any missing/extra indexes.
         """
 
@@ -1019,19 +1013,19 @@ class Document(six.with_metaclass(TopLevelDocumentMetaclass, BaseDocument)):
         extra = [index for index in existing if index not in required]
 
         # if { _cls: 1 } is missing, make sure it's *really* necessary
-        if [(u"_cls", 1)] in missing:
+        if [("_cls", 1)] in missing:
             cls_obsolete = False
             for index in existing:
                 if includes_cls(index) and index not in extra:
                     cls_obsolete = True
                     break
             if cls_obsolete:
-                missing.remove([(u"_cls", 1)])
+                missing.remove([("_cls", 1)])
 
         return {"missing": missing, "extra": extra}
 
 
-class DynamicDocument(six.with_metaclass(TopLevelDocumentMetaclass, Document)):
+class DynamicDocument(Document, metaclass=TopLevelDocumentMetaclass):
     """A Dynamic Document class allowing flexible, expandable and uncontrolled
     schemas.  As a :class:`~mongoengine.Document` subclass, acts in the same
     way as an ordinary document but has expanded style properties.  Any data
@@ -1045,7 +1039,6 @@ class DynamicDocument(six.with_metaclass(TopLevelDocumentMetaclass, Document)):
         There is one caveat on Dynamic Documents: undeclared fields cannot start with `_`
     """
 
-    # The __metaclass__ attribute is removed by 2to3 when running with Python3
     # my_metaclass is defined so that metaclass can be queried in Python 2 & 3
     my_metaclass = TopLevelDocumentMetaclass
 
@@ -1060,16 +1053,15 @@ class DynamicDocument(six.with_metaclass(TopLevelDocumentMetaclass, Document)):
             setattr(self, field_name, None)
             self._dynamic_fields[field_name].null = False
         else:
-            super(DynamicDocument, self).__delattr__(*args, **kwargs)
+            super().__delattr__(*args, **kwargs)
 
 
-class DynamicEmbeddedDocument(six.with_metaclass(DocumentMetaclass, EmbeddedDocument)):
+class DynamicEmbeddedDocument(EmbeddedDocument, metaclass=DocumentMetaclass):
     """A Dynamic Embedded Document class allowing flexible, expandable and
     uncontrolled schemas. See :class:`~mongoengine.DynamicDocument` for more
     information about dynamic documents.
     """
 
-    # The __metaclass__ attribute is removed by 2to3 when running with Python3
     # my_metaclass is defined so that metaclass can be queried in Python 2 & 3
     my_metaclass = DocumentMetaclass
 
@@ -1089,7 +1081,7 @@ class DynamicEmbeddedDocument(six.with_metaclass(DocumentMetaclass, EmbeddedDocu
             setattr(self, field_name, None)
 
 
-class MapReduceDocument(object):
+class MapReduceDocument:
     """A document returned from a map/reduce query.
 
     :param collection: An instance of :class:`~pymongo.Collection`
@@ -1098,8 +1090,6 @@ class MapReduceDocument(object):
                 an ``ObjectId`` found in the given ``collection``,
                 the object can be accessed via the ``object`` property.
     :param value: The result(s) for this key.
-
-    .. versionadded:: 0.3
     """
 
     def __init__(self, document, collection, key, value):

mongoengine/errors.py

@@ -1,8 +1,5 @@
 from collections import defaultdict
 
-import six
-from six import iteritems
-
 __all__ = (
     "NotRegistered",
     "InvalidDocumentError",
@@ -20,11 +17,15 @@ __all__ = (
 )
 
 
-class NotRegistered(Exception):
+class MongoEngineException(Exception):
     pass
 
 
-class InvalidDocumentError(Exception):
+class NotRegistered(MongoEngineException):
+    pass
+
+
+class InvalidDocumentError(MongoEngineException):
     pass
 
 
@@ -32,19 +33,19 @@ class LookUpError(AttributeError):
     pass
 
 
-class DoesNotExist(Exception):
+class DoesNotExist(MongoEngineException):
     pass
 
 
-class MultipleObjectsReturned(Exception):
+class MultipleObjectsReturned(MongoEngineException):
     pass
 
 
-class InvalidQueryError(Exception):
+class InvalidQueryError(MongoEngineException):
     pass
 
 
-class OperationError(Exception):
+class OperationError(MongoEngineException):
     pass
 
 
@@ -60,7 +61,7 @@ class SaveConditionError(OperationError):
     pass
 
 
-class FieldDoesNotExist(Exception):
+class FieldDoesNotExist(MongoEngineException):
     """Raised when trying to set a field
     not declared in a :class:`~mongoengine.Document`
     or an :class:`~mongoengine.EmbeddedDocument`.
@@ -87,24 +88,24 @@ class ValidationError(AssertionError):
     _message = None
 
     def __init__(self, message="", **kwargs):
-        super(ValidationError, self).__init__(message)
+        super().__init__(message)
         self.errors = kwargs.get("errors", {})
         self.field_name = kwargs.get("field_name")
         self.message = message
 
     def __str__(self):
-        return six.text_type(self.message)
+        return str(self.message)
 
     def __repr__(self):
-        return "%s(%s,)" % (self.__class__.__name__, self.message)
+        return f"{self.__class__.__name__}({self.message},)"
 
     def __getattribute__(self, name):
-        message = super(ValidationError, self).__getattribute__(name)
+        message = super().__getattribute__(name)
         if name == "message":
             if self.field_name:
                 message = "%s" % message
             if self.errors:
-                message = "%s(%s)" % (message, self._format_errors())
+                message = f"{message}({self._format_errors()})"
         return message
 
     def _get_message(self):
@@ -126,12 +127,12 @@ class ValidationError(AssertionError):
         def build_dict(source):
             errors_dict = {}
             if isinstance(source, dict):
-                for field_name, error in iteritems(source):
+                for field_name, error in source.items():
                     errors_dict[field_name] = build_dict(error)
             elif isinstance(source, ValidationError) and source.errors:
                 return build_dict(source.errors)
             else:
-                return six.text_type(source)
+                return str(source)
 
             return errors_dict
 
@@ -147,18 +148,18 @@ class ValidationError(AssertionError):
             if isinstance(value, list):
                 value = " ".join([generate_key(k) for k in value])
             elif isinstance(value, dict):
-                value = " ".join([generate_key(v, k) for k, v in iteritems(value)])
+                value = " ".join([generate_key(v, k) for k, v in value.items()])
 
-            results = "%s.%s" % (prefix, value) if prefix else value
+            results = f"{prefix}.{value}" if prefix else value
             return results
 
         error_dict = defaultdict(list)
-        for k, v in iteritems(self.to_dict()):
+        for k, v in self.to_dict().items():
             error_dict[generate_key(v)].append(k)
-        return " ".join(["%s: %s" % (k, v) for k, v in iteritems(error_dict)])
+        return " ".join([f"{k}: {v}" for k, v in error_dict.items()])
 
 
-class DeprecatedError(Exception):
+class DeprecatedError(MongoEngineException):
     """Raise when a user uses a feature that has been Deprecated"""
 
     pass

mongoengine/mongodb_support.py

@@ -3,15 +3,16 @@ 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 connected mongoDB (first 2 digits)
+    """Return the version of the default connected mongoDB (first 2 digits)
 
     :return: tuple(int, int)
     """

mongoengine/pymongo_support.py

@@ -2,6 +2,7 @@
 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)
 
@@ -10,13 +11,40 @@ PYMONGO_VERSION = tuple(pymongo.version_tuple[:2])
 IS_PYMONGO_GTE_37 = PYMONGO_VERSION >= _PYMONGO_37
 
 
-def count_documents(collection, filter):
+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:
-        return collection.count_documents(filter)
+        try:
-    else:
+            return collection.count_documents(filter=filter, **kwargs)
-        count = collection.find(filter).count()
+        except OperationFailure:
-    return count
+            # 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):

mongoengine/python_support.py

@@ -1,23 +0,0 @@
-"""
-Helper functions, constants, and types to aid with Python v2.7 - v3.x support
-"""
-import six
-
-# 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
-
-
-if six.PY3:
-    from collections.abc import Hashable
-else:
-    # raises DeprecationWarnings in Python >=3.7
-    from collections import Hashable

mongoengine/queryset/base.py

@@ -1,24 +1,26 @@
-from __future__ import absolute_import
-
 import copy
 import itertools
 import re
 import warnings
+from collections.abc import Mapping
 
-from bson import SON, json_util
-from bson.code import Code
 import pymongo
 import pymongo.errors
+from bson import SON, json_util
+from bson.code import Code
 from pymongo.collection import ReturnDocument
 from pymongo.common import validate_read_preference
-import six
+from pymongo.read_concern import ReadConcern
-from six import iteritems
 
 from mongoengine import signals
 from mongoengine.base import get_document
 from mongoengine.common import _import_class
 from mongoengine.connection import get_db
-from mongoengine.context_managers import set_write_concern, switch_db
+from mongoengine.context_managers import (
+    set_read_write_concern,
+    set_write_concern,
+    switch_db,
+)
 from mongoengine.errors import (
     BulkWriteError,
     InvalidQueryError,
@@ -26,11 +28,11 @@ from mongoengine.errors import (
     NotUniqueError,
     OperationError,
 )
+from mongoengine.pymongo_support import count_documents
 from mongoengine.queryset import transform
 from mongoengine.queryset.field_list import QueryFieldList
 from mongoengine.queryset.visitor import Q, QNode
 
-
 __all__ = ("BaseQuerySet", "DO_NOTHING", "NULLIFY", "CASCADE", "DENY", "PULL")
 
 # Delete rules
@@ -41,7 +43,7 @@ DENY = 3
 PULL = 4
 
 
-class BaseQuerySet(object):
+class BaseQuerySet:
     """A set of results returned from a query. Wraps a MongoDB cursor,
     providing :class:`~mongoengine.Document` objects as the results.
     """
@@ -60,8 +62,9 @@ class BaseQuerySet(object):
         self._ordering = None
         self._snapshot = False
         self._timeout = True
-        self._slave_okay = False
+        self._allow_disk_use = False
         self._read_preference = None
+        self._read_concern = None
         self._iter = False
         self._scalar = []
         self._none = False
@@ -80,12 +83,20 @@ class BaseQuerySet(object):
         self._cursor_obj = None
         self._limit = None
         self._skip = None
+
         self._hint = -1  # Using -1 as None is a valid value for hint
+        self._collation = None
         self._batch_size = None
-        self.only_fields = []
         self._max_time_ms = None
         self._comment = None
 
+        # Hack - As people expect cursor[5:5] to return
+        # an empty result set. It's hard to do that right, though, because the
+        # server uses limit(0) to mean 'no limit'. So we set _empty
+        # in that case and check for it when iterating. We also unset
+        # it anytime we change _limit. Inspired by how it is done in pymongo.Cursor
+        self._empty = False
+
     def __call__(self, q_obj=None, **query):
         """Filter the selected documents by calling the
         :class:`~mongoengine.queryset.QuerySet` with a query.
@@ -158,6 +169,7 @@ class BaseQuerySet(object):
         [<User: User object>, <User: User object>]
         """
         queryset = self.clone()
+        queryset._empty = False
 
         # Handle a slice
         if isinstance(key, slice):
@@ -165,6 +177,8 @@ class BaseQuerySet(object):
             queryset._skip, queryset._limit = key.start, key.stop
             if key.start and key.stop:
                 queryset._limit = key.stop - key.start
+            if queryset._limit == 0:
+                queryset._empty = True
 
             # Allow further QuerySet modifications to be performed
             return queryset
@@ -176,7 +190,6 @@ class BaseQuerySet(object):
                     queryset._document._from_son(
                         queryset._cursor[key],
                         _auto_dereference=self._auto_dereference,
-                        only_fields=self.only_fields,
                     )
                 )
 
@@ -186,7 +199,6 @@ class BaseQuerySet(object):
             return queryset._document._from_son(
                 queryset._cursor[key],
                 _auto_dereference=self._auto_dereference,
-                only_fields=self.only_fields,
             )
 
         raise TypeError("Provide a slice or an integer index")
@@ -203,8 +215,6 @@ class BaseQuerySet(object):
         """Avoid to open all records in an if stmt in Py3."""
         return self._has_data()
 
-    __nonzero__ = __bool__  # For Py2 support
-
     # Core functions
 
     def all(self):
@@ -247,34 +257,30 @@ class BaseQuerySet(object):
         `DocumentName.MultipleObjectsReturned` exception if multiple results
         and :class:`~mongoengine.queryset.DoesNotExist` or
         `DocumentName.DoesNotExist` if no results are found.
-
-        .. versionadded:: 0.3
         """
         queryset = self.clone()
         queryset = queryset.order_by().limit(2)
         queryset = queryset.filter(*q_objs, **query)
 
         try:
-            result = six.next(queryset)
+            result = next(queryset)
         except StopIteration:
             msg = "%s matching query does not exist." % queryset._document._class_name
             raise queryset._document.DoesNotExist(msg)
+
         try:
-            six.next(queryset)
+            # Check if there is another match
+            next(queryset)
         except StopIteration:
             return result
 
-        # If we were able to retrieve the 2nd doc, rewind the cursor and
+        # If we were able to retrieve the 2nd doc, raise the MultipleObjectsReturned exception.
-        # raise the MultipleObjectsReturned exception.
+        raise queryset._document.MultipleObjectsReturned(
-        queryset.rewind()
+            "2 or more items returned, instead of 1"
-        message = u"%d items returned, instead of 1" % queryset.count()
+        )
-        raise queryset._document.MultipleObjectsReturned(message)
 
     def create(self, **kwargs):
-        """Create new object. Returns the saved object instance.
+        """Create new object. Returns the saved object instance."""
-
-        .. versionadded:: 0.4
-        """
         return self._document(**kwargs).save(force_insert=True)
 
     def first(self):
@@ -301,15 +307,11 @@ class BaseQuerySet(object):
                 ``insert(..., {w: 2, fsync: True})`` will wait until at least
                 two servers have recorded the write and will force an fsync on
                 each server being written to.
-        :parm signal_kwargs: (optional) kwargs dictionary to be passed to
+        :param signal_kwargs: (optional) kwargs dictionary to be passed to
             the signal calls.
 
         By default returns document instances, set ``load_bulk`` to False to
         return just ``ObjectIds``
-
-        .. versionadded:: 0.5
-        .. versionchanged:: 0.10.7
-            Add signal_kwargs argument
         """
         Document = _import_class("Document")
 
@@ -352,20 +354,20 @@ class BaseQuerySet(object):
             )
         except pymongo.errors.DuplicateKeyError as err:
             message = "Could not save document (%s)"
-            raise NotUniqueError(message % six.text_type(err))
+            raise NotUniqueError(message % err)
         except pymongo.errors.BulkWriteError as err:
             # inserting documents that already have an _id field will
             # give huge performance debt or raise
-            message = u"Bulk write error: (%s)"
+            message = "Bulk write error: (%s)"
-            raise BulkWriteError(message % six.text_type(err.details))
+            raise BulkWriteError(message % err.details)
         except pymongo.errors.OperationFailure as err:
             message = "Could not save document (%s)"
-            if re.match("^E1100[01] duplicate key", six.text_type(err)):
+            if re.match("^E1100[01] duplicate key", str(err)):
                 # E11000 - duplicate key error index
                 # E11001 - duplicate key on update
-                message = u"Tried to save duplicate unique keys (%s)"
+                message = "Tried to save duplicate unique keys (%s)"
-                raise NotUniqueError(message % six.text_type(err))
+                raise NotUniqueError(message % err)
-            raise OperationError(message % six.text_type(err))
+            raise OperationError(message % err)
 
         # Apply inserted_ids to documents
         for doc, doc_id in zip(docs, ids):
@@ -391,9 +393,36 @@ class BaseQuerySet(object):
             :meth:`skip` that has been applied to this cursor into account when
             getting the count
         """
-        if self._limit == 0 and with_limit_and_skip is False or self._none:
+        # mimic the fact that setting .limit(0) in pymongo sets no limit
+        # https://docs.mongodb.com/manual/reference/method/cursor.limit/#zero-value
+        if (
+            self._limit == 0
+            and with_limit_and_skip is False
+            or self._none
+            or self._empty
+        ):
             return 0
-        count = self._cursor.count(with_limit_and_skip=with_limit_and_skip)
+
+        kwargs = (
+            {"limit": self._limit, "skip": self._skip} if with_limit_and_skip else {}
+        )
+
+        if self._limit == 0:
+            # mimic the fact that historically .limit(0) sets no limit
+            kwargs.pop("limit", None)
+
+        if self._hint not in (-1, None):
+            kwargs["hint"] = self._hint
+
+        if self._collation:
+            kwargs["collation"] = self._collation
+
+        count = count_documents(
+            collection=self._cursor.collection,
+            filter=self._query,
+            **kwargs,
+        )
+
         self._cursor_obj = None
         return count
 
@@ -489,7 +518,13 @@ class BaseQuerySet(object):
                 return result.deleted_count
 
     def update(
-        self, upsert=False, multi=True, write_concern=None, full_result=False, **update
+        self,
+        upsert=False,
+        multi=True,
+        write_concern=None,
+        read_concern=None,
+        full_result=False,
+        **update,
     ):
         """Perform an atomic update on the fields matched by the query.
 
@@ -501,13 +536,12 @@ class BaseQuerySet(object):
             ``save(..., write_concern={w: 2, fsync: True}, ...)`` will
             wait until at least two servers have recorded the write and
             will force an fsync on the primary server.
+        :param read_concern: Override the read concern for the operation
         :param full_result: Return the associated ``pymongo.UpdateResult`` rather than just the number
             updated items
         :param update: Django-style update keyword arguments
 
         :returns the number of updated documents (unless ``full_result`` is True)
-
-        .. versionadded:: 0.2
         """
         if not update and not upsert:
             raise OperationError("No update parameters, would remove data")
@@ -527,7 +561,9 @@ class BaseQuerySet(object):
             else:
                 update["$set"] = {"_cls": queryset._document._class_name}
         try:
-            with set_write_concern(queryset._collection, write_concern) as collection:
+            with set_read_write_concern(
+                queryset._collection, write_concern, read_concern
+            ) as collection:
                 update_func = collection.update_one
                 if multi:
                     update_func = collection.update_many
@@ -537,14 +573,14 @@ class BaseQuerySet(object):
             elif result.raw_result:
                 return result.raw_result["n"]
         except pymongo.errors.DuplicateKeyError as err:
-            raise NotUniqueError(u"Update failed (%s)" % six.text_type(err))
+            raise NotUniqueError("Update failed (%s)" % err)
         except pymongo.errors.OperationFailure as err:
-            if six.text_type(err) == u"multi not coded yet":
+            if str(err) == "multi not coded yet":
-                message = u"update() method requires MongoDB 1.1.3+"
+                message = "update() method requires MongoDB 1.1.3+"
                 raise OperationError(message)
-            raise OperationError(u"Update failed (%s)" % six.text_type(err))
+            raise OperationError("Update failed (%s)" % err)
 
-    def upsert_one(self, write_concern=None, **update):
+    def upsert_one(self, write_concern=None, read_concern=None, **update):
         """Overwrite or add the first document matched by the query.
 
         :param write_concern: Extra keyword arguments are passed down which
@@ -553,19 +589,19 @@ class BaseQuerySet(object):
             ``save(..., write_concern={w: 2, fsync: True}, ...)`` will
             wait until at least two servers have recorded the write and
             will force an fsync on the primary server.
+        :param read_concern: Override the read concern for the operation
         :param update: Django-style update keyword arguments
 
         :returns the new or overwritten document
-
-        .. versionadded:: 0.10.2
         """
 
         atomic_update = self.update(
             multi=False,
             upsert=True,
             write_concern=write_concern,
+            read_concern=read_concern,
             full_result=True,
-            **update
+            **update,
         )
 
         if atomic_update.raw_result["updatedExisting"]:
@@ -590,14 +626,13 @@ class BaseQuerySet(object):
         :param update: Django-style update keyword arguments
             full_result
         :returns the number of updated documents (unless ``full_result`` is True)
-        .. versionadded:: 0.2
         """
         return self.update(
             upsert=upsert,
             multi=False,
             write_concern=write_concern,
             full_result=full_result,
-            **update
+            **update,
         )
 
     def modify(
@@ -622,8 +657,6 @@ class BaseQuerySet(object):
         :param new: return updated rather than original document
             (default ``False``)
         :param update: Django-style update keyword arguments
-
-        .. versionadded:: 0.9
         """
 
         if remove and new:
@@ -657,21 +690,19 @@ class BaseQuerySet(object):
                     upsert=upsert,
                     sort=sort,
                     return_document=return_doc,
-                    **self._cursor_args
+                    **self._cursor_args,
                 )
         except pymongo.errors.DuplicateKeyError as err:
-            raise NotUniqueError(u"Update failed (%s)" % err)
+            raise NotUniqueError("Update failed (%s)" % err)
         except pymongo.errors.OperationFailure as err:
-            raise OperationError(u"Update failed (%s)" % err)
+            raise OperationError("Update failed (%s)" % err)
 
         if full_response:
             if result["value"] is not None:
-                result["value"] = self._document._from_son(
+                result["value"] = self._document._from_son(result["value"])
-                    result["value"], only_fields=self.only_fields
-                )
         else:
             if result is not None:
-                result = self._document._from_son(result, only_fields=self.only_fields)
+                result = self._document._from_son(result)
 
         return result
 
@@ -681,8 +712,6 @@ class BaseQuerySet(object):
         `None` if no document exists with that id.
 
         :param object_id: the value for the id of the document to look up
-
-        .. versionchanged:: 0.6 Raises InvalidQueryError if filter has been set
         """
         queryset = self.clone()
         if not queryset._query_obj.empty:
@@ -693,20 +722,16 @@ class BaseQuerySet(object):
     def in_bulk(self, object_ids):
         """Retrieve a set of documents by their ids.
 
-        :param object_ids: a list or tuple of ``ObjectId``\ s
+        :param object_ids: a list or tuple of ObjectId's
-        :rtype: dict of ObjectIds as keys and collection-specific
+        :rtype: dict of ObjectId's as keys and collection-specific
                 Document subclasses as values.
-
-        .. versionadded:: 0.3
         """
         doc_map = {}
 
         docs = self._collection.find({"_id": {"$in": object_ids}}, **self._cursor_args)
         if self._scalar:
             for doc in docs:
-                doc_map[doc["_id"]] = self._get_scalar(
+                doc_map[doc["_id"]] = self._get_scalar(self._document._from_son(doc))
-                    self._document._from_son(doc, only_fields=self.only_fields)
-                )
         elif self._as_pymongo:
             for doc in docs:
                 doc_map[doc["_id"]] = doc
@@ -714,14 +739,15 @@ class BaseQuerySet(object):
             for doc in docs:
                 doc_map[doc["_id"]] = self._document._from_son(
                     doc,
-                    only_fields=self.only_fields,
                     _auto_dereference=self._auto_dereference,
                 )
 
         return doc_map
 
     def none(self):
-        """Helper that just returns a list"""
+        """Returns a queryset that never returns any objects and no query will be executed when accessing the results
+        inspired by django none() https://docs.djangoproject.com/en/dev/ref/models/querysets/#none
+        """
         queryset = self.clone()
         queryset._none = True
         return queryset
@@ -741,8 +767,6 @@ class BaseQuerySet(object):
         evaluated against if you are using more than one database.
 
         :param alias: The database alias
-
-        .. versionadded:: 0.9
         """
 
         with switch_db(self._document, alias) as cls:
@@ -774,17 +798,19 @@ class BaseQuerySet(object):
             "_ordering",
             "_snapshot",
             "_timeout",
-            "_slave_okay",
+            "_allow_disk_use",
             "_read_preference",
+            "_read_concern",
             "_iter",
             "_scalar",
             "_as_pymongo",
             "_limit",
             "_skip",
+            "_empty",
             "_hint",
+            "_collation",
             "_auto_dereference",
             "_search_text",
-            "only_fields",
             "_max_time_ms",
             "_comment",
             "_batch_size",
@@ -803,8 +829,6 @@ class BaseQuerySet(object):
         """Handles dereferencing of :class:`~bson.dbref.DBRef` objects or
         :class:`~bson.object_id.ObjectId` a maximum depth in order to cut down
         the number queries to mongodb.
-
-        .. versionadded:: 0.5
         """
         # Make select related work the same for querysets
         max_depth += 1
@@ -820,6 +844,7 @@ class BaseQuerySet(object):
         """
         queryset = self.clone()
         queryset._limit = n
+        queryset._empty = False  # cancels the effect of empty
 
         # If a cursor object has already been created, apply the limit to it.
         if queryset._cursor_obj:
@@ -852,8 +877,6 @@ class BaseQuerySet(object):
 
         Hinting will not do anything if the corresponding index does not exist.
         The last hint applied to this cursor takes precedence over all others.
-
-        .. versionadded:: 0.5
         """
         queryset = self.clone()
         queryset._hint = index
@@ -864,6 +887,32 @@ class BaseQuerySet(object):
 
         return queryset
 
+    def collation(self, collation=None):
+        """
+        Collation allows users to specify language-specific rules for string
+        comparison, such as rules for lettercase and accent marks.
+        :param collation: `~pymongo.collation.Collation` or dict with
+        following fields:
+            {
+                locale: str,
+                caseLevel: bool,
+                caseFirst: str,
+                strength: int,
+                numericOrdering: bool,
+                alternate: str,
+                maxVariable: str,
+                backwards: str
+            }
+        Collation should be added to indexes like in test example
+        """
+        queryset = self.clone()
+        queryset._collation = collation
+
+        if queryset._cursor_obj:
+            queryset._cursor_obj.collation(collation)
+
+        return queryset
+
     def batch_size(self, size):
         """Limit the number of documents returned in a single batch (each
         batch requires a round trip to the server).
@@ -889,10 +938,6 @@ class BaseQuerySet(object):
 
         .. note:: This is a command and won't take ordering or limit into
            account.
-
-        .. versionadded:: 0.4
-        .. versionchanged:: 0.5 - Fixed handling references
-        .. versionchanged:: 0.6 - Improved db_field refrence handling
         """
         queryset = self.clone()
 
@@ -956,12 +1001,8 @@ class BaseQuerySet(object):
         field filters.
 
         :param fields: fields to include
-
-        .. versionadded:: 0.3
-        .. versionchanged:: 0.5 - Added subfield support
         """
         fields = {f: QueryFieldList.ONLY for f in fields}
-        self.only_fields = fields.keys()
         return self.fields(True, **fields)
 
     def exclude(self, *fields):
@@ -978,8 +1019,6 @@ class BaseQuerySet(object):
         field filters.
 
         :param fields: fields to exclude
-
-        .. versionadded:: 0.5
         """
         fields = {f: QueryFieldList.EXCLUDE for f in fields}
         return self.fields(**fields)
@@ -998,18 +1037,18 @@ class BaseQuerySet(object):
 
             posts = BlogPost.objects(...).fields(comments=0)
 
-        To retrieve a subrange of array elements:
+        To retrieve a subrange or sublist of array elements,
+        support exist for both the `slice` and `elemMatch` projection operator:
 
             posts = BlogPost.objects(...).fields(slice__comments=5)
+            posts = BlogPost.objects(...).fields(elemMatch__comments="test")
 
         :param kwargs: A set of keyword arguments identifying what to
             include, exclude, or slice.
-
-        .. versionadded:: 0.5
         """
 
         # Check for an operator and transform to mongo-style if there is
-        operators = ["slice"]
+        operators = ["slice", "elemMatch"]
         cleaned_fields = []
         for key, value in kwargs.items():
             parts = key.split("__")
@@ -1047,8 +1086,6 @@ class BaseQuerySet(object):
         .exclude(). ::
 
             post = BlogPost.objects.exclude('comments').all_fields()
-
-        .. versionadded:: 0.5
         """
         queryset = self.clone()
         queryset._loaded_fields = QueryFieldList(
@@ -1112,7 +1149,7 @@ class BaseQuerySet(object):
 
     def explain(self):
         """Return an explain plan record for the
-        :class:`~mongoengine.queryset.QuerySet`\ 's cursor.
+        :class:`~mongoengine.queryset.QuerySet` cursor.
         """
         return self._cursor.explain()
 
@@ -1121,9 +1158,6 @@ class BaseQuerySet(object):
         """Enable or disable snapshot mode when querying.
 
         :param enabled: whether or not snapshot mode is enabled
-
-        ..versionchanged:: 0.5 - made chainable
-        .. deprecated:: Ignored with PyMongo 3+
         """
         msg = "snapshot is deprecated as it has no impact when using PyMongo 3+."
         warnings.warn(msg, DeprecationWarning)
@@ -1131,31 +1165,25 @@ class BaseQuerySet(object):
         queryset._snapshot = enabled
         return queryset
 
+    def allow_disk_use(self, enabled):
+        """Enable or disable the use of temporary files on disk while processing a blocking sort operation.
+         (To store data exceeding the 100 megabyte system memory limit)
+
+        :param enabled: whether or not temporary files on disk are used
+        """
+        queryset = self.clone()
+        queryset._allow_disk_use = enabled
+        return queryset
+
     def timeout(self, enabled):
         """Enable or disable the default mongod timeout when querying. (no_cursor_timeout option)
 
         :param enabled: whether or not the timeout is used
-
-        ..versionchanged:: 0.5 - made chainable
         """
         queryset = self.clone()
         queryset._timeout = enabled
         return queryset
 
-    # DEPRECATED. Has no more impact on PyMongo 3+
-    def slave_okay(self, enabled):
-        """Enable or disable the slave_okay when querying.
-
-        :param enabled: whether or not the slave_okay is enabled
-
-        .. deprecated:: Ignored with PyMongo 3+
-        """
-        msg = "slave_okay is deprecated as it has no impact when using PyMongo 3+."
-        warnings.warn(msg, DeprecationWarning)
-        queryset = self.clone()
-        queryset._slave_okay = enabled
-        return queryset
-
     def read_preference(self, read_preference):
         """Change the read_preference when querying.
 
@@ -1165,9 +1193,23 @@ class BaseQuerySet(object):
         validate_read_preference("read_preference", read_preference)
         queryset = self.clone()
         queryset._read_preference = read_preference
-        queryset._cursor_obj = (
+        queryset._cursor_obj = None  # we need to re-create the cursor object whenever we apply read_preference
-            None
+        return queryset
-        )  # we need to re-create the cursor object whenever we apply read_preference
+
+    def read_concern(self, read_concern):
+        """Change the read_concern when querying.
+
+        :param read_concern: override ReplicaSetConnection-level
+            preference.
+        """
+        if read_concern is not None and not isinstance(read_concern, Mapping):
+            raise TypeError(f"{read_concern!r} is not a valid read concern.")
+
+        queryset = self.clone()
+        queryset._read_concern = (
+            ReadConcern(**read_concern) if read_concern is not None else None
+        )
+        queryset._cursor_obj = None  # we need to re-create the cursor object whenever we apply read_concern
         return queryset
 
     def scalar(self, *fields):
@@ -1224,21 +1266,28 @@ class BaseQuerySet(object):
     def from_json(self, json_data):
         """Converts json data to unsaved objects"""
         son_data = json_util.loads(json_data)
-        return [
+        return [self._document._from_son(data) for data in son_data]
-            self._document._from_son(data, only_fields=self.only_fields)
+
-            for data in son_data
+    def aggregate(self, pipeline, *suppl_pipeline, **kwargs):
-        ]
+        """Perform a aggregate function based in your queryset params
 
-    def aggregate(self, *pipeline, **kwargs):
-        """
-        Perform a aggregate function based in your queryset params
         :param pipeline: list of aggregation commands,\
             see: http://docs.mongodb.org/manual/core/aggregation-pipeline/
-
+        :param suppl_pipeline: unpacked list of pipeline (added to support deprecation of the old interface)
-        .. versionadded:: 0.9
+            parameter will be removed shortly
+        :param kwargs: (optional) kwargs dictionary to be passed to pymongo's aggregate call
+            See https://api.mongodb.com/python/current/api/pymongo/collection.html#pymongo.collection.Collection.aggregate
         """
-        initial_pipeline = []
+        using_deprecated_interface = isinstance(pipeline, dict) or bool(suppl_pipeline)
+        user_pipeline = [pipeline] if isinstance(pipeline, dict) else list(pipeline)
 
+        if using_deprecated_interface:
+            msg = "Calling .aggregate() with un unpacked list (*pipeline) is deprecated, it will soon change and will expect a list (similar to pymongo.Collection.aggregate interface), see documentation"
+            warnings.warn(msg, DeprecationWarning)
+
+        user_pipeline += suppl_pipeline
+
+        initial_pipeline = []
         if self._query:
             initial_pipeline.append({"$match": self._query})
 
@@ -1255,14 +1304,15 @@ class BaseQuerySet(object):
         if self._skip is not None:
             initial_pipeline.append({"$skip": self._skip})
 
-        pipeline = initial_pipeline + list(pipeline)
+        final_pipeline = initial_pipeline + user_pipeline
 
-        if self._read_preference is not None:
+        collection = self._collection
-            return self._collection.with_options(
+        if self._read_preference is not None or self._read_concern is not None:
-                read_preference=self._read_preference
+            collection = self._collection.with_options(
-            ).aggregate(pipeline, cursor={}, **kwargs)
+                read_preference=self._read_preference, read_concern=self._read_concern
+            )
 
-        return self._collection.aggregate(pipeline, cursor={}, **kwargs)
+        return collection.aggregate(final_pipeline, cursor={}, **kwargs)
 
     # JS functionality
     def map_reduce(
@@ -1298,32 +1348,23 @@ class BaseQuerySet(object):
             Map/Reduce changed in server version **>= 1.7.4**. The PyMongo
             :meth:`~pymongo.collection.Collection.map_reduce` helper requires
             PyMongo version **>= 1.11**.
-
-        .. versionchanged:: 0.5
-           - removed ``keep_temp`` keyword argument, which was only relevant
-             for MongoDB server versions older than 1.7.4
-
-        .. versionadded:: 0.3
         """
         queryset = self.clone()
 
         MapReduceDocument = _import_class("MapReduceDocument")
 
-        if not hasattr(self._collection, "map_reduce"):
-            raise NotImplementedError("Requires MongoDB >= 1.7.1")
-
         map_f_scope = {}
         if isinstance(map_f, Code):
             map_f_scope = map_f.scope
-            map_f = six.text_type(map_f)
+            map_f = str(map_f)
-        map_f = Code(queryset._sub_js_fields(map_f), map_f_scope)
+        map_f = Code(queryset._sub_js_fields(map_f), map_f_scope or None)
 
         reduce_f_scope = {}
         if isinstance(reduce_f, Code):
             reduce_f_scope = reduce_f.scope
-            reduce_f = six.text_type(reduce_f)
+            reduce_f = str(reduce_f)
         reduce_f_code = queryset._sub_js_fields(reduce_f)
-        reduce_f = Code(reduce_f_code, reduce_f_scope)
+        reduce_f = Code(reduce_f_code, reduce_f_scope or None)
 
         mr_args = {"query": queryset._query}
 
@@ -1331,9 +1372,9 @@ class BaseQuerySet(object):
             finalize_f_scope = {}
             if isinstance(finalize_f, Code):
                 finalize_f_scope = finalize_f.scope
-                finalize_f = six.text_type(finalize_f)
+                finalize_f = str(finalize_f)
             finalize_f_code = queryset._sub_js_fields(finalize_f)
-            finalize_f = Code(finalize_f_code, finalize_f_scope)
+            finalize_f = Code(finalize_f_code, finalize_f_scope or None)
             mr_args["finalize"] = finalize_f
 
         if scope:
@@ -1347,7 +1388,7 @@ class BaseQuerySet(object):
         else:
             map_reduce_function = "map_reduce"
 
-            if isinstance(output, six.string_types):
+            if isinstance(output, str):
                 mr_args["out"] = output
 
             elif isinstance(output, dict):
@@ -1440,8 +1481,6 @@ class BaseQuerySet(object):
         .. note:: When using this mode of query, the database will call your
                   function, or evaluate your predicate clause, for each object
                   in the collection.
-
-        .. versionadded:: 0.5
         """
         queryset = self.clone()
         where_clause = queryset._sub_js_fields(where_clause)
@@ -1518,9 +1557,6 @@ class BaseQuerySet(object):
         :param field: the field to use
         :param normalize: normalize the results so they add to 1.0
         :param map_reduce: Use map_reduce over exec_js
-
-        .. versionchanged:: 0.5 defaults to map_reduce and can handle embedded
-                            document lookups
         """
         if map_reduce:
             return self._item_frequencies_map_reduce(field, normalize=normalize)
@@ -1529,12 +1565,11 @@ class BaseQuerySet(object):
     # Iterator helpers
 
     def __next__(self):
-        """Wrap the result in a :class:`~mongoengine.Document` object.
+        """Wrap the result in a :class:`~mongoengine.Document` object."""
-        """
+        if self._none or self._empty:
-        if self._limit == 0 or self._none:
             raise StopIteration
 
-        raw_doc = six.next(self._cursor)
+        raw_doc = next(self._cursor)
 
         if self._as_pymongo:
             return raw_doc
@@ -1542,7 +1577,6 @@ class BaseQuerySet(object):
         doc = self._document._from_son(
             raw_doc,
             _auto_dereference=self._auto_dereference,
-            only_fields=self.only_fields,
         )
 
         if self._scalar:
@@ -1550,13 +1584,8 @@ class BaseQuerySet(object):
 
         return doc
 
-    next = __next__  # For Python2 support
-
     def rewind(self):
-        """Rewind the cursor to its unevaluated state.
+        """Rewind the cursor to its unevaluated state."""
-
-        .. versionadded:: 0.3
-        """
         self._iter = False
         self._cursor.rewind()
 
@@ -1577,7 +1606,13 @@ class BaseQuerySet(object):
         if self._snapshot:
             msg = "The snapshot option is not anymore available with PyMongo 3+"
             warnings.warn(msg, DeprecationWarning)
-        cursor_args = {"no_cursor_timeout": not self._timeout}
+
+        cursor_args = {}
+        if not self._timeout:
+            cursor_args["no_cursor_timeout"] = True
+
+        if self._allow_disk_use:
+            cursor_args["allow_disk_use"] = True
 
         if self._loaded_fields:
             cursor_args[fields_name] = self._loaded_fields.as_dict()
@@ -1602,12 +1637,13 @@ class BaseQuerySet(object):
         # XXX In PyMongo 3+, we define the read preference on a collection
         # level, not a cursor level. Thus, we need to get a cloned collection
         # object using `with_options` first.
-        if self._read_preference is not None:
+        if self._read_preference is not None or self._read_concern is not None:
             self._cursor_obj = self._collection.with_options(
-                read_preference=self._read_preference
+                read_preference=self._read_preference, read_concern=self._read_concern
             ).find(self._query, **self._cursor_args)
         else:
             self._cursor_obj = self._collection.find(self._query, **self._cursor_args)
+
         # Apply "where" clauses to cursor
         if self._where_clause:
             where_clause = self._sub_js_fields(self._where_clause)
@@ -1637,6 +1673,9 @@ class BaseQuerySet(object):
         if self._hint != -1:
             self._cursor_obj.hint(self._hint)
 
+        if self._collation is not None:
+            self._cursor_obj.collation(self._collation)
+
         if self._batch_size is not None:
             self._cursor_obj.batch_size(self._batch_size)
 
@@ -1772,13 +1811,13 @@ class BaseQuerySet(object):
             }
         """
         total, data, types = self.exec_js(freq_func, field)
-        values = {types.get(k): int(v) for k, v in iteritems(data)}
+        values = {types.get(k): int(v) for k, v in data.items()}
 
         if normalize:
             values = {k: float(v) / total for k, v in values.items()}
 
         frequencies = {}
-        for k, v in iteritems(values):
+        for k, v in values.items():
             if isinstance(k, float):
                 if int(k) == k:
                     k = int(k)
@@ -1798,7 +1837,7 @@ class BaseQuerySet(object):
             field_parts = field.split(".")
             try:
                 field = ".".join(
-                    f if isinstance(f, six.string_types) else f.db_field
+                    f if isinstance(f, str) else f.db_field
                     for f in self._document._lookup_field(field_parts)
                 )
                 db_field_paths.append(field)
@@ -1810,7 +1849,7 @@ class BaseQuerySet(object):
                 for subdoc in subclasses:
                     try:
                         subfield = ".".join(
-                            f if isinstance(f, six.string_types) else f.db_field
+                            f if isinstance(f, str) else f.db_field
                             for f in subdoc._lookup_field(field_parts)
                         )
                         db_field_paths.append(subfield)
@@ -1884,7 +1923,7 @@ class BaseQuerySet(object):
             field_name = match.group(1).split(".")
             fields = self._document._lookup_field(field_name)
             # Substitute the correct name for the field into the javascript
-            return u'["%s"]' % fields[-1].db_field
+            return '["%s"]' % fields[-1].db_field
 
         def field_path_sub(match):
             # Extract just the field name, and look up the field objects
@@ -1914,23 +1953,3 @@ class BaseQuerySet(object):
         setattr(queryset, "_" + method_name, val)
 
         return queryset
-
-    # Deprecated
-    def ensure_index(self, **kwargs):
-        """Deprecated use :func:`Document.ensure_index`"""
-        msg = (
-            "Doc.objects()._ensure_index() is deprecated. "
-            "Use Doc.ensure_index() instead."
-        )
-        warnings.warn(msg, DeprecationWarning)
-        self._document.__class__.ensure_index(**kwargs)
-        return self
-
-    def _ensure_indexes(self):
-        """Deprecated use :func:`~Document.ensure_indexes`"""
-        msg = (
-            "Doc.objects()._ensure_indexes() is deprecated. "
-            "Use Doc.ensure_indexes() instead."
-        )
-        warnings.warn(msg, DeprecationWarning)
-        self._document.__class__.ensure_indexes()

mongoengine/queryset/field_list.py

@@ -1,7 +1,7 @@
 __all__ = ("QueryFieldList",)
 
 
-class QueryFieldList(object):
+class QueryFieldList:
     """Object that handles combinations of .only() and .exclude() calls"""
 
     ONLY = 1
@@ -69,8 +69,6 @@ class QueryFieldList(object):
     def __bool__(self):
         return bool(self.fields)
 
-    __nonzero__ = __bool__  # For Py2 support
-
     def as_dict(self):
         field_list = {field: self.value for field in self.fields}
         if self.slice:
@@ -80,7 +78,7 @@ class QueryFieldList(object):
         return field_list
 
     def reset(self):
-        self.fields = set([])
+        self.fields = set()
         self.slice = {}
         self.value = self.ONLY
 

mongoengine/queryset/manager.py

@@ -1,10 +1,11 @@
 from functools import partial
+
 from mongoengine.queryset.queryset import QuerySet
 
 __all__ = ("queryset_manager", "QuerySetManager")
 
 
-class QuerySetManager(object):
+class QuerySetManager:
     """
     The default QuerySet Manager.
 

mongoengine/queryset/queryset.py

@@ -1,13 +1,11 @@
-import six
-
 from mongoengine.errors import OperationError
 from mongoengine.queryset.base import (
-    BaseQuerySet,
     CASCADE,
     DENY,
     DO_NOTHING,
     NULLIFY,
     PULL,
+    BaseQuerySet,
 )
 
 __all__ = (
@@ -127,8 +125,8 @@ class QuerySet(BaseQuerySet):
         # Pull in ITER_CHUNK_SIZE docs from the database and store them in
         # the result cache.
         try:
-            for _ in six.moves.range(ITER_CHUNK_SIZE):
+            for _ in range(ITER_CHUNK_SIZE):
-                self._result_cache.append(six.next(self))
+                self._result_cache.append(next(self))
         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
@@ -143,18 +141,16 @@ class QuerySet(BaseQuerySet):
             getting the count
         """
         if with_limit_and_skip is False:
-            return super(QuerySet, self).count(with_limit_and_skip)
+            return super().count(with_limit_and_skip)
 
         if self._len is None:
-            self._len = super(QuerySet, self).count(with_limit_and_skip)
+            # cache the length
+            self._len = super().count(with_limit_and_skip)
 
         return self._len
 
     def no_cache(self):
-        """Convert to a non-caching queryset
+        """Convert to a non-caching queryset"""
-
-        .. versionadded:: 0.8.3 Convert to non caching queryset
-        """
         if self._result_cache is not None:
             raise OperationError("QuerySet already cached")
 
@@ -165,24 +161,18 @@ 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 .."
 
         data = []
-        for _ in six.moves.range(REPR_OUTPUT_SIZE + 1):
+        for _ in range(REPR_OUTPUT_SIZE + 1):
             try:
-                data.append(six.next(self))
+                data.append(next(self))
             except StopIteration:
                 break
 

mongoengine/queryset/transform.py

@@ -1,16 +1,14 @@
 from collections import defaultdict
 
-from bson import ObjectId, SON
-from bson.dbref import DBRef
 import pymongo
-import six
+from bson import SON, ObjectId
-from six import iteritems
+from bson.dbref import DBRef
 
 from mongoengine.base import UPDATE_OPERATORS
 from mongoengine.common import _import_class
 from mongoengine.errors import InvalidQueryError
 
-__all__ = ("query", "update")
+__all__ = ("query", "update", "STRING_OPERATORS")
 
 COMPARISON_OPERATORS = (
     "ne",
@@ -53,6 +51,10 @@ STRING_OPERATORS = (
     "iendswith",
     "exact",
     "iexact",
+    "regex",
+    "iregex",
+    "wholeword",
+    "iwholeword",
 )
 CUSTOM_OPERATORS = ("match",)
 MATCH_OPERATORS = (
@@ -101,7 +103,7 @@ def query(_doc_cls=None, **kwargs):
             cleaned_fields = []
             for field in fields:
                 append_field = True
-                if isinstance(field, six.string_types):
+                if isinstance(field, str):
                     parts.append(field)
                     append_field = False
                 # is last and CachedReferenceField
@@ -169,9 +171,9 @@ def query(_doc_cls=None, **kwargs):
 
         key = ".".join(parts)
 
-        if op is None or key not in mongo_query:
+        if key not in mongo_query:
             mongo_query[key] = value
-        elif key in mongo_query:
+        else:
             if isinstance(mongo_query[key], dict) and isinstance(value, dict):
                 mongo_query[key].update(value)
                 # $max/minDistance needs to come last - convert to SON
@@ -180,7 +182,7 @@ def query(_doc_cls=None, **kwargs):
                     "$near" in value_dict or "$nearSphere" in value_dict
                 ):
                     value_son = SON()
-                    for k, v in iteritems(value_dict):
+                    for k, v in value_dict.items():
                         if k == "$maxDistance" or k == "$minDistance":
                             continue
                         value_son[k] = v
@@ -281,7 +283,7 @@ def update(_doc_cls=None, **update):
             appended_sub_field = False
             for field in fields:
                 append_field = True
-                if isinstance(field, six.string_types):
+                if isinstance(field, str):
                     # Convert the S operator to $
                     if field == "S":
                         field = "$"
@@ -435,7 +437,9 @@ def _geo_operator(field, op, value):
             value = {"$near": _infer_geometry(value)}
         else:
             raise NotImplementedError(
-                'Geo method "%s" has not been implemented for a %s ' % (op, field._name)
+                'Geo method "{}" has not been implemented for a {} '.format(
+                    op, field._name
+                )
             )
     return value
 

mongoengine/queryset/visitor.py

@@ -1,4 +1,5 @@
 import copy
+import warnings
 
 from mongoengine.errors import InvalidQueryError
 from mongoengine.queryset import transform
@@ -6,18 +7,20 @@ from mongoengine.queryset import transform
 __all__ = ("Q", "QNode")
 
 
-class QNodeVisitor(object):
+def warn_empty_is_deprecated():
-    """Base visitor class for visiting Q-object nodes in a query tree.
+    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."""
 
     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
 
 
@@ -43,8 +46,7 @@ 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:
@@ -78,7 +80,7 @@ class QueryCompilerVisitor(QNodeVisitor):
         return transform.query(self.document, **query.query)
 
 
-class QNode(object):
+class QNode:
     """Base class for nodes in query trees."""
 
     AND = 0
@@ -96,16 +98,19 @@ class QNode(object):
         """Combine this node with another node into a QCombination
         object.
         """
-        if getattr(other, "empty", True):
+        # If the other Q() is empty, ignore it and just use `self`.
+        if not bool(other):
             return self
 
-        if self.empty:
+        # Or if this Q is empty, ignore it and just use `other`.
+        if not bool(self):
             return other
 
         return QCombination(operation, [self, other])
 
     @property
     def empty(self):
+        warn_empty_is_deprecated()
         return False
 
     def __or__(self, other):
@@ -135,6 +140,9 @@ class QCombination(QNode):
         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):
@@ -144,8 +152,16 @@ 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
@@ -158,9 +174,16 @@ class Q(QNode):
     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)

mongoengine/signals.py

@@ -15,11 +15,11 @@ try:
     signals_available = True
 except ImportError:
 
-    class Namespace(object):
+    class Namespace:
         def signal(self, name, doc=None):
             return _FakeSignal(name, doc)
 
-    class _FakeSignal(object):
+    class _FakeSignal:
         """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

requirements-dev.txt

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

requirements-lint.txt

@@ -1,3 +0,0 @@
-black
-flake8
-flake8-import-order

requirements.txt

@@ -1,5 +0,0 @@
-nose
-pymongo>=3.4
-six==1.10.0
-Sphinx==1.5.5
-sphinx-rtd-theme==0.2.4

setup.cfg

@@ -1,11 +1,18 @@
-[nosetests]
-verbosity=2
-detailed-errors=1
-#tests=tests
-cover-package=mongoengine
-
 [flake8]
-ignore=E501,F401,F403,F405,I201,I202,W504, W605, W503
+ignore=E501,F403,F405,I201,I202,W504,W605,W503,B007
 exclude=build,dist,docs,venv,venv3,.tox,.eggs,tests
 max-complexity=47
-application-import-names=mongoengine,tests
+
+[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

setup.py

@@ -1,10 +1,13 @@
 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
+    import multiprocessing  # noqa: F401
 except ImportError:
     pass
 
@@ -24,6 +27,62 @@ def get_version(version_tuple):
     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)
+
+
 # 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
@@ -33,16 +92,17 @@ version_line = list(filter(lambda l: l.startswith("VERSION"), open(init)))[0]
 VERSION = get_version(eval(version_line.split("=")[-1]))
 
 CLASSIFIERS = [
-    "Development Status :: 4 - Beta",
+    "Development Status :: 5 - Production/Stable",
     "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 :: 3.5",
     "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 :: Implementation :: CPython",
     "Programming Language :: Python :: Implementation :: PyPy",
     "Topic :: Database",
@@ -51,17 +111,20 @@ CLASSIFIERS = [
 
 extra_opts = {
     "packages": find_packages(exclude=["tests", "tests.*"]),
-    "tests_require": ["nose", "coverage==4.2", "blinker", "Pillow>=2.0.0"],
+    "tests_require": [
+        "pytest",
+        "pytest-cov",
+        "coverage",
+        "blinker",
+        "Pillow>=7.0.0",
+    ],
 }
-if sys.version_info[0] == 3:
+
-    extra_opts["use_2to3"] = True
+if "test" in sys.argv:
-    if "test" in sys.argv or "nosetests" in sys.argv:
+    extra_opts["packages"] = find_packages()
-        extra_opts["packages"] = find_packages()
+    extra_opts["package_data"] = {
-        extra_opts["package_data"] = {
+        "tests": ["fields/mongoengine.png", "fields/mongodb_leaf.png"]
-            "tests": ["fields/mongoengine.png", "fields/mongodb_leaf.png"]
+    }
-        }
-else:
-    extra_opts["tests_require"] += ["python-dateutil"]
 
 setup(
     name="mongoengine",
@@ -78,7 +141,8 @@ setup(
     long_description=LONG_DESCRIPTION,
     platforms=["any"],
     classifiers=CLASSIFIERS,
-    install_requires=["pymongo>=3.4", "six"],
+    python_requires=">=3.6",
-    test_suite="nose.collector",
+    install_requires=["pymongo>=3.4, <4.0"],
+    cmdclass={"test": PyTest},
     **extra_opts
 )

tests/__init__.py

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

tests/all_warnings/__init__.py

@@ -1,40 +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 *
-
-
-__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()
-        )

tests/all_warnings/test_warnings.py

@@ -0,0 +1,35 @@
+"""
+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()

tests/document/__init__.py

@@ -1,13 +0,0 @@
-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()

tests/document/test_class_methods.py

@@ -1,16 +1,12 @@
-# -*- coding: utf-8 -*-
 import unittest
 
 from mongoengine import *
-from mongoengine.pymongo_support import list_collection_names
-
-from mongoengine.queryset import NULLIFY, PULL
 from mongoengine.connection import get_db
-
+from mongoengine.pymongo_support import list_collection_names
-__all__ = ("ClassMethodsTest",)
+from mongoengine.queryset import NULLIFY, PULL
 
 
-class ClassMethodsTest(unittest.TestCase):
+class TestClassMethods(unittest.TestCase):
     def setUp(self):
         connect(db="mongoenginetest")
         self.db = get_db()
@@ -30,45 +26,38 @@ class ClassMethodsTest(unittest.TestCase):
             self.db.drop_collection(collection)
 
     def test_definition(self):
-        """Ensure that document may be defined using fields.
+        """Ensure that document may be defined using fields."""
-        """
+        assert ["_cls", "age", "id", "name"] == sorted(self.Person._fields.keys())
-        self.assertEqual(
+        assert ["IntField", "ObjectIdField", "StringField", "StringField"] == sorted(
-            ["_cls", "age", "id", "name"], sorted(self.Person._fields.keys())
+            x.__class__.__name__ for x in self.Person._fields.values()
-        )
-        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.
+        """Ensure that get_db returns the expected db."""
-        """
         db = self.Person._get_db()
-        self.assertEqual(self.db, db)
+        assert 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())
+        assert collection_name == self.Person._get_collection_name()
 
     def test_get_collection(self):
-        """Ensure that get_collection returns the expected collection.
+        """Ensure that get_collection returns the expected collection."""
-        """
         collection_name = "person"
         collection = self.Person._get_collection()
-        self.assertEqual(self.db[collection_name], collection)
+        assert self.db[collection_name] == collection
 
     def test_drop_collection(self):
-        """Ensure that the collection may be dropped from the database.
+        """Ensure that the collection may be dropped from the database."""
-        """
         collection_name = "person"
         self.Person(name="Test").save()
-        self.assertIn(collection_name, list_collection_names(self.db))
+        assert collection_name in list_collection_names(self.db)
 
         self.Person.drop_collection()
-        self.assertNotIn(collection_name, list_collection_names(self.db))
+        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
@@ -78,15 +67,13 @@ class ClassMethodsTest(unittest.TestCase):
         class Job(Document):
             employee = ReferenceField(self.Person)
 
-        self.assertEqual(self.Person._meta.get("delete_rules"), None)
+        assert self.Person._meta.get("delete_rules") is None
 
         self.Person.register_delete_rule(Job, "employee", NULLIFY)
-        self.assertEqual(
+        assert self.Person._meta["delete_rules"] == {(Job, "employee"): NULLIFY}
-            self.Person._meta["delete_rules"], {(Job, "employee"): NULLIFY}
-        )
 
     def test_compare_indexes(self):
-        """ Ensure that the indexes are properly created and that
+        """Ensure that the indexes are properly created and that
         compare_indexes identifies the missing/extra indexes
         """
 
@@ -101,25 +88,25 @@ class ClassMethodsTest(unittest.TestCase):
         BlogPost.drop_collection()
 
         BlogPost.ensure_indexes()
-        self.assertEqual(BlogPost.compare_indexes(), {"missing": [], "extra": []})
+        assert BlogPost.compare_indexes() == {"missing": [], "extra": []}
 
         BlogPost.ensure_index(["author", "description"])
-        self.assertEqual(
+        assert BlogPost.compare_indexes() == {
-            BlogPost.compare_indexes(),
+            "missing": [],
-            {"missing": [], "extra": [[("author", 1), ("description", 1)]]},
+            "extra": [[("author", 1), ("description", 1)]],
-        )
+        }
 
         BlogPost._get_collection().drop_index("author_1_description_1")
-        self.assertEqual(BlogPost.compare_indexes(), {"missing": [], "extra": []})
+        assert BlogPost.compare_indexes() == {"missing": [], "extra": []}
 
         BlogPost._get_collection().drop_index("author_1_title_1")
-        self.assertEqual(
+        assert BlogPost.compare_indexes() == {
-            BlogPost.compare_indexes(),
+            "missing": [[("author", 1), ("title", 1)]],
-            {"missing": [[("author", 1), ("title", 1)]], "extra": []},
+            "extra": [],
-        )
+        }
 
     def test_compare_indexes_inheritance(self):
-        """ Ensure that the indexes are properly created and that
+        """Ensure that the indexes are properly created and that
         compare_indexes identifies the missing/extra indexes for subclassed
         documents (_cls included)
         """
@@ -141,25 +128,25 @@ class ClassMethodsTest(unittest.TestCase):
 
         BlogPost.ensure_indexes()
         BlogPostWithTags.ensure_indexes()
-        self.assertEqual(BlogPost.compare_indexes(), {"missing": [], "extra": []})
+        assert BlogPost.compare_indexes() == {"missing": [], "extra": []}
 
         BlogPostWithTags.ensure_index(["author", "tag_list"])
-        self.assertEqual(
+        assert BlogPost.compare_indexes() == {
-            BlogPost.compare_indexes(),
+            "missing": [],
-            {"missing": [], "extra": [[("_cls", 1), ("author", 1), ("tag_list", 1)]]},
+            "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": []})
+        assert BlogPost.compare_indexes() == {"missing": [], "extra": []}
 
         BlogPostWithTags._get_collection().drop_index("_cls_1_author_1_tags_1")
-        self.assertEqual(
+        assert BlogPost.compare_indexes() == {
-            BlogPost.compare_indexes(),
+            "missing": [[("_cls", 1), ("author", 1), ("tags", 1)]],
-            {"missing": [[("_cls", 1), ("author", 1), ("tags", 1)]], "extra": []},
+            "extra": [],
-        )
+        }
 
     def test_compare_indexes_multiple_subclasses(self):
-        """ Ensure that compare_indexes behaves correctly if called from a
+        """Ensure that compare_indexes behaves correctly if called from a
         class, which base class has multiple subclasses
         """
 
@@ -185,16 +172,12 @@ class ClassMethodsTest(unittest.TestCase):
         BlogPostWithTags.ensure_indexes()
         BlogPostWithCustomField.ensure_indexes()
 
-        self.assertEqual(BlogPost.compare_indexes(), {"missing": [], "extra": []})
+        assert BlogPost.compare_indexes() == {"missing": [], "extra": []}
-        self.assertEqual(
+        assert BlogPostWithTags.compare_indexes() == {"missing": [], "extra": []}
-            BlogPostWithTags.compare_indexes(), {"missing": [], "extra": []}
+        assert BlogPostWithCustomField.compare_indexes() == {"missing": [], "extra": []}
-        )
-        self.assertEqual(
-            BlogPostWithCustomField.compare_indexes(), {"missing": [], "extra": []}
-        )
 
     def test_compare_indexes_for_text_indexes(self):
-        """ Ensure that compare_indexes behaves correctly for text indexes """
+        """Ensure that compare_indexes behaves correctly for text indexes"""
 
         class Doc(Document):
             a = StringField()
@@ -213,10 +196,10 @@ class ClassMethodsTest(unittest.TestCase):
         Doc.ensure_indexes()
         actual = Doc.compare_indexes()
         expected = {"missing": [], "extra": []}
-        self.assertEqual(actual, expected)
+        assert actual == expected
 
     def test_list_indexes_inheritance(self):
-        """ ensure that all of the indexes are listed regardless of the super-
+        """ensure that all of the indexes are listed regardless of the super-
         or sub-class that we call it from
         """
 
@@ -243,19 +226,14 @@ class ClassMethodsTest(unittest.TestCase):
         BlogPostWithTags.ensure_indexes()
         BlogPostWithTagsAndExtraText.ensure_indexes()
 
-        self.assertEqual(BlogPost.list_indexes(), BlogPostWithTags.list_indexes())
+        assert BlogPost.list_indexes() == BlogPostWithTags.list_indexes()
-        self.assertEqual(
+        assert BlogPost.list_indexes() == BlogPostWithTagsAndExtraText.list_indexes()
-            BlogPost.list_indexes(), BlogPostWithTagsAndExtraText.list_indexes()
+        assert BlogPost.list_indexes() == [
-        )
+            [("_cls", 1), ("author", 1), ("tags", 1)],
-        self.assertEqual(
+            [("_cls", 1), ("author", 1), ("tags", 1), ("extra_text", 1)],
-            BlogPost.list_indexes(),
+            [("_id", 1)],
-            [
+            [("_cls", 1)],
-                [("_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):
@@ -274,29 +252,26 @@ class ClassMethodsTest(unittest.TestCase):
         class Cat(Animal):
             name = StringField(required=True)
 
-        self.assertEqual(Vaccine._meta["delete_rules"][(Animal, "vaccine_made")], PULL)
+        assert Vaccine._meta["delete_rules"][(Animal, "vaccine_made")] == PULL
-        self.assertEqual(Vaccine._meta["delete_rules"][(Cat, "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.
+        """Ensure that a collection with a specified name may be used."""
-        """
 
         class DefaultNamingTest(Document):
             pass
 
-        self.assertEqual(
+        assert "default_naming_test" == DefaultNamingTest._get_collection_name()
-            "default_naming_test", DefaultNamingTest._get_collection_name()
-        )
 
         class CustomNamingTest(Document):
             meta = {"collection": "pimp_my_collection"}
 
-        self.assertEqual("pimp_my_collection", CustomNamingTest._get_collection_name())
+        assert "pimp_my_collection" == CustomNamingTest._get_collection_name()
 
         class DynamicNamingTest(Document):
             meta = {"collection": lambda c: "DYNAMO"}
 
-        self.assertEqual("DYNAMO", DynamicNamingTest._get_collection_name())
+        assert "DYNAMO" == DynamicNamingTest._get_collection_name()
 
         # Use Abstract class to handle backwards compatibility
         class BaseDocument(Document):
@@ -305,27 +280,26 @@ class ClassMethodsTest(unittest.TestCase):
         class OldNamingConvention(BaseDocument):
             pass
 
-        self.assertEqual(
+        assert "oldnamingconvention" == OldNamingConvention._get_collection_name()
-            "oldnamingconvention", OldNamingConvention._get_collection_name()
-        )
 
         class InheritedAbstractNamingTest(BaseDocument):
             meta = {"collection": "wibble"}
 
-        self.assertEqual("wibble", InheritedAbstractNamingTest._get_collection_name())
+        assert "wibble" == InheritedAbstractNamingTest._get_collection_name()
 
         # Mixin tests
-        class BaseMixin(object):
+        class BaseMixin:
             meta = {"collection": lambda c: c.__name__.lower()}
 
         class OldMixinNamingConvention(Document, BaseMixin):
             pass
 
-        self.assertEqual(
+        assert (
-            "oldmixinnamingconvention", OldMixinNamingConvention._get_collection_name()
+            "oldmixinnamingconvention"
+            == OldMixinNamingConvention._get_collection_name()
         )
 
-        class BaseMixin(object):
+        class BaseMixin:
             meta = {"collection": lambda c: c.__name__.lower()}
 
         class BaseDocument(Document, BaseMixin):
@@ -334,11 +308,10 @@ class ClassMethodsTest(unittest.TestCase):
         class MyDocument(BaseDocument):
             pass
 
-        self.assertEqual("basedocument", MyDocument._get_collection_name())
+        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.
+        """Ensure that a collection with a specified name is used as expected."""
-        """
         collection_name = "personCollTest"
 
         class Person(Document):
@@ -346,20 +319,19 @@ class ClassMethodsTest(unittest.TestCase):
             meta = {"collection": collection_name}
 
         Person(name="Test User").save()
-        self.assertIn(collection_name, list_collection_names(self.db))
+        assert collection_name in list_collection_names(self.db)
 
         user_obj = self.db[collection_name].find_one()
-        self.assertEqual(user_obj["name"], "Test User")
+        assert user_obj["name"] == "Test User"
 
         user_obj = Person.objects[0]
-        self.assertEqual(user_obj.name, "Test User")
+        assert user_obj.name == "Test User"
 
         Person.drop_collection()
-        self.assertNotIn(collection_name, list_collection_names(self.db))
+        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.
+        """Ensure that a collection with a specified name may be used."""
-        """
 
         class Person(Document):
             name = StringField(primary_key=True)
@@ -368,7 +340,7 @@ class ClassMethodsTest(unittest.TestCase):
         Person(name="Test User").save()
 
         user_obj = Person.objects.first()
-        self.assertEqual(user_obj.name, "Test User")
+        assert user_obj.name == "Test User"
 
         Person.drop_collection()
 

tests/document/test_dynamic.py

@@ -1,5 +1,7 @@
 import unittest
 
+import pytest
+
 from mongoengine import *
 from tests.utils import MongoDBTestCase
 
@@ -8,7 +10,7 @@ __all__ = ("TestDynamicDocument",)
 
 class TestDynamicDocument(MongoDBTestCase):
     def setUp(self):
-        super(TestDynamicDocument, self).setUp()
+        super().setUp()
 
         class Person(DynamicDocument):
             name = StringField()
@@ -25,15 +27,28 @@ class TestDynamicDocument(MongoDBTestCase):
         p.name = "James"
         p.age = 34
 
-        self.assertEqual(p.to_mongo(), {"_cls": "Person", "name": "James", "age": 34})
+        assert p.to_mongo() == {"_cls": "Person", "name": "James", "age": 34}
-        self.assertEqual(p.to_mongo().keys(), ["_cls", "name", "age"])
+        assert p.to_mongo().keys() == ["_cls", "name", "age"]
         p.save()
-        self.assertEqual(p.to_mongo().keys(), ["_id", "_cls", "name", "age"])
+        assert p.to_mongo().keys() == ["_id", "_cls", "name", "age"]
 
-        self.assertEqual(self.Person.objects.first().age, 34)
+        assert self.Person.objects.first().age == 34
 
         # Confirm no changes to self.Person
-        self.assertFalse(hasattr(self.Person, "age"))
+        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
 
     def test_change_scope_of_variable(self):
         """Test changing the scope of a dynamic field has no adverse effects"""
@@ -47,7 +62,7 @@ class TestDynamicDocument(MongoDBTestCase):
         p.save()
 
         p = self.Person.objects.get()
-        self.assertEqual(p.misc, {"hello": "world"})
+        assert p.misc == {"hello": "world"}
 
     def test_delete_dynamic_field(self):
         """Test deleting a dynamic field works"""
@@ -62,19 +77,19 @@ class TestDynamicDocument(MongoDBTestCase):
         p.save()
 
         p = self.Person.objects.get()
-        self.assertEqual(p.misc, {"hello": "world"})
+        assert p.misc == {"hello": "world"}
         collection = self.db[self.Person._get_collection_name()]
         obj = collection.find_one()
-        self.assertEqual(sorted(obj.keys()), ["_cls", "_id", "misc", "name"])
+        assert sorted(obj.keys()) == ["_cls", "_id", "misc", "name"]
 
         del p.misc
         p.save()
 
         p = self.Person.objects.get()
-        self.assertFalse(hasattr(p, "misc"))
+        assert not hasattr(p, "misc")
 
         obj = collection.find_one()
-        self.assertEqual(sorted(obj.keys()), ["_cls", "_id", "name"])
+        assert sorted(obj.keys()) == ["_cls", "_id", "name"]
 
     def test_reload_after_unsetting(self):
         p = self.Person()
@@ -88,12 +103,12 @@ class TestDynamicDocument(MongoDBTestCase):
         p = self.Person.objects.create()
         p.update(age=1)
 
-        self.assertEqual(len(p._data), 3)
+        assert len(p._data) == 3
-        self.assertEqual(sorted(p._data.keys()), ["_cls", "id", "name"])
+        assert sorted(p._data.keys()) == ["_cls", "id", "name"]
 
         p.reload()
-        self.assertEqual(len(p._data), 4)
+        assert len(p._data) == 4
-        self.assertEqual(sorted(p._data.keys()), ["_cls", "age", "id", "name"])
+        assert sorted(p._data.keys()) == ["_cls", "age", "id", "name"]
 
     def test_fields_without_underscore(self):
         """Ensure we can query dynamic fields"""
@@ -103,16 +118,18 @@ class TestDynamicDocument(MongoDBTestCase):
         p.save()
 
         raw_p = Person.objects.as_pymongo().get(id=p.id)
-        self.assertEqual(raw_p, {"_cls": u"Person", "_id": p.id, "name": u"Dean"})
+        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)
-        self.assertEqual(
+        assert raw_p == {
-            raw_p,
+            "_cls": "Person",
-            {"_cls": u"Person", "_id": p.id, "name": "OldDean", "newattr": u"garbage"},
+            "_id": p.id,
-        )
+            "name": "OldDean",
+            "newattr": "garbage",
+        }
 
     def test_fields_containing_underscore(self):
         """Ensure we can query dynamic fields"""
@@ -127,14 +144,14 @@ class TestDynamicDocument(MongoDBTestCase):
         p.save()
 
         raw_p = WeirdPerson.objects.as_pymongo().get(id=p.id)
-        self.assertEqual(raw_p, {"_id": p.id, "_name": u"Dean", "name": u"Dean"})
+        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)
-        self.assertEqual(raw_p, {"_id": p.id, "_name": u"NewDean", "name": u"OldDean"})
+        assert raw_p == {"_id": p.id, "_name": "NewDean", "name": "OldDean"}
 
     def test_dynamic_document_queries(self):
         """Ensure we can query dynamic fields"""
@@ -143,10 +160,10 @@ class TestDynamicDocument(MongoDBTestCase):
         p.age = 22
         p.save()
 
-        self.assertEqual(1, self.Person.objects(age=22).count())
+        assert 1 == self.Person.objects(age=22).count()
         p = self.Person.objects(age=22)
         p = p.get()
-        self.assertEqual(22, p.age)
+        assert 22 == p.age
 
     def test_complex_dynamic_document_queries(self):
         class Person(DynamicDocument):
@@ -166,8 +183,8 @@ class TestDynamicDocument(MongoDBTestCase):
         p2.age = 10
         p2.save()
 
-        self.assertEqual(Person.objects(age__icontains="ten").count(), 2)
+        assert Person.objects(age__icontains="ten").count() == 2
-        self.assertEqual(Person.objects(age__gte=10).count(), 1)
+        assert Person.objects(age__gte=10).count() == 1
 
     def test_complex_data_lookups(self):
         """Ensure you can query dynamic document dynamic fields"""
@@ -175,12 +192,12 @@ class TestDynamicDocument(MongoDBTestCase):
         p.misc = {"hello": "world"}
         p.save()
 
-        self.assertEqual(1, self.Person.objects(misc__hello="world").count())
+        assert 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"""
-        p = self.Person.objects.create(misc={"hello": {"hello2": "world"}})
+        self.Person.objects.create(misc={"hello": {"hello2": "world"}})
-        self.assertEqual(1, self.Person.objects(misc__hello__hello2="world").count())
+        assert 1 == self.Person.objects(misc__hello__hello2="world").count()
 
     def test_complex_embedded_document_validation(self):
         """Ensure embedded dynamic documents may be validated"""
@@ -198,11 +215,13 @@ class TestDynamicDocument(MongoDBTestCase):
         embedded_doc_1.validate()
 
         embedded_doc_2 = Embedded(content="this is not a url")
-        self.assertRaises(ValidationError, embedded_doc_2.validate)
+        with pytest.raises(ValidationError):
+            embedded_doc_2.validate()
 
         doc.embedded_field_1 = embedded_doc_1
         doc.embedded_field_2 = embedded_doc_2
-        self.assertRaises(ValidationError, doc.validate)
+        with pytest.raises(ValidationError):
+            doc.validate()
 
     def test_inheritance(self):
         """Ensure that dynamic document plays nice with inheritance"""
@@ -212,11 +231,9 @@ class TestDynamicDocument(MongoDBTestCase):
 
         Employee.drop_collection()
 
-        self.assertIn("name", Employee._fields)
+        assert "name" in Employee._fields
-        self.assertIn("salary", Employee._fields)
+        assert "salary" in Employee._fields
-        self.assertEqual(
+        assert Employee._get_collection_name() == self.Person._get_collection_name()
-            Employee._get_collection_name(), self.Person._get_collection_name()
-        )
 
         joe_bloggs = Employee()
         joe_bloggs.name = "Joe Bloggs"
@@ -224,11 +241,11 @@ class TestDynamicDocument(MongoDBTestCase):
         joe_bloggs.age = 20
         joe_bloggs.save()
 
-        self.assertEqual(1, self.Person.objects(age=20).count())
+        assert 1 == self.Person.objects(age=20).count()
-        self.assertEqual(1, Employee.objects(age=20).count())
+        assert 1 == Employee.objects(age=20).count()
 
         joe_bloggs = self.Person.objects.first()
-        self.assertIsInstance(joe_bloggs, Employee)
+        assert isinstance(joe_bloggs, Employee)
 
     def test_embedded_dynamic_document(self):
         """Test dynamic embedded documents"""
@@ -249,26 +266,23 @@ class TestDynamicDocument(MongoDBTestCase):
         embedded_1.list_field = ["1", 2, {"hello": "world"}]
         doc.embedded_field = embedded_1
 
-        self.assertEqual(
+        assert doc.to_mongo() == {
-            doc.to_mongo(),
+            "embedded_field": {
-            {
+                "_cls": "Embedded",
-                "embedded_field": {
+                "string_field": "hello",
-                    "_cls": "Embedded",
+                "int_field": 1,
-                    "string_field": "hello",
+                "dict_field": {"hello": "world"},
-                    "int_field": 1,
+                "list_field": ["1", 2, {"hello": "world"}],
-                    "dict_field": {"hello": "world"},
+            }
-                    "list_field": ["1", 2, {"hello": "world"}],
+        }
-                }
-            },
-        )
         doc.save()
 
         doc = Doc.objects.first()
-        self.assertEqual(doc.embedded_field.__class__, Embedded)
+        assert doc.embedded_field.__class__ == Embedded
-        self.assertEqual(doc.embedded_field.string_field, "hello")
+        assert doc.embedded_field.string_field == "hello"
-        self.assertEqual(doc.embedded_field.int_field, 1)
+        assert doc.embedded_field.int_field == 1
-        self.assertEqual(doc.embedded_field.dict_field, {"hello": "world"})
+        assert doc.embedded_field.dict_field == {"hello": "world"}
-        self.assertEqual(doc.embedded_field.list_field, ["1", 2, {"hello": "world"}])
+        assert doc.embedded_field.list_field == ["1", 2, {"hello": "world"}]
 
     def test_complex_embedded_documents(self):
         """Test complex dynamic embedded documents setups"""
@@ -296,44 +310,41 @@ class TestDynamicDocument(MongoDBTestCase):
         embedded_1.list_field = ["1", 2, embedded_2]
         doc.embedded_field = embedded_1
 
-        self.assertEqual(
+        assert doc.to_mongo() == {
-            doc.to_mongo(),
+            "embedded_field": {
-            {
+                "_cls": "Embedded",
-                "embedded_field": {
+                "string_field": "hello",
-                    "_cls": "Embedded",
+                "int_field": 1,
-                    "string_field": "hello",
+                "dict_field": {"hello": "world"},
-                    "int_field": 1,
+                "list_field": [
-                    "dict_field": {"hello": "world"},
+                    "1",
-                    "list_field": [
+                    2,
-                        "1",
+                    {
-                        2,
+                        "_cls": "Embedded",
-                        {
+                        "string_field": "hello",
-                            "_cls": "Embedded",
+                        "int_field": 1,
-                            "string_field": "hello",
+                        "dict_field": {"hello": "world"},
-                            "int_field": 1,
+                        "list_field": ["1", 2, {"hello": "world"}],
-                            "dict_field": {"hello": "world"},
+                    },
-                            "list_field": ["1", 2, {"hello": "world"}],
+                ],
-                        },
+            }
-                    ],
+        }
-                }
-            },
-        )
         doc.save()
         doc = Doc.objects.first()
-        self.assertEqual(doc.embedded_field.__class__, Embedded)
+        assert doc.embedded_field.__class__ == Embedded
-        self.assertEqual(doc.embedded_field.string_field, "hello")
+        assert doc.embedded_field.string_field == "hello"
-        self.assertEqual(doc.embedded_field.int_field, 1)
+        assert doc.embedded_field.int_field == 1
-        self.assertEqual(doc.embedded_field.dict_field, {"hello": "world"})
+        assert doc.embedded_field.dict_field == {"hello": "world"}
-        self.assertEqual(doc.embedded_field.list_field[0], "1")
+        assert doc.embedded_field.list_field[0] == "1"
-        self.assertEqual(doc.embedded_field.list_field[1], 2)
+        assert doc.embedded_field.list_field[1] == 2
 
         embedded_field = doc.embedded_field.list_field[2]
 
-        self.assertEqual(embedded_field.__class__, Embedded)
+        assert embedded_field.__class__ == Embedded
-        self.assertEqual(embedded_field.string_field, "hello")
+        assert embedded_field.string_field == "hello"
-        self.assertEqual(embedded_field.int_field, 1)
+        assert embedded_field.int_field == 1
-        self.assertEqual(embedded_field.dict_field, {"hello": "world"})
+        assert embedded_field.dict_field == {"hello": "world"}
-        self.assertEqual(embedded_field.list_field, ["1", 2, {"hello": "world"}])
+        assert embedded_field.list_field == ["1", 2, {"hello": "world"}]
 
     def test_dynamic_and_embedded(self):
         """Ensure embedded documents play nicely"""
@@ -352,18 +363,18 @@ class TestDynamicDocument(MongoDBTestCase):
         person.address.city = "Lundenne"
         person.save()
 
-        self.assertEqual(Person.objects.first().address.city, "Lundenne")
+        assert Person.objects.first().address.city == "Lundenne"
 
         person = Person.objects.first()
         person.address = Address(city="Londinium")
         person.save()
 
-        self.assertEqual(Person.objects.first().address.city, "Londinium")
+        assert Person.objects.first().address.city == "Londinium"
 
         person = Person.objects.first()
         person.age = 35
         person.save()
-        self.assertEqual(Person.objects.first().age, 35)
+        assert 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()"""
@@ -380,10 +391,10 @@ class TestDynamicDocument(MongoDBTestCase):
             name="Eric", address=Address(city="San Francisco", street_number="1337")
         ).save()
 
-        self.assertEqual(Person.objects.first().address.street_number, "1337")
+        assert Person.objects.first().address.street_number == "1337"
-        self.assertEqual(
+        assert (
-            Person.objects.only("address__street_number").first().address.street_number,
+            Person.objects.only("address__street_number").first().address.street_number
-            "1337",
+            == "1337"
         )
 
     def test_dynamic_and_embedded_dict_access(self):
@@ -408,20 +419,20 @@ class TestDynamicDocument(MongoDBTestCase):
         person["address"]["city"] = "Lundenne"
         person.save()
 
-        self.assertEqual(Person.objects.first().address.city, "Lundenne")
+        assert Person.objects.first().address.city == "Lundenne"
 
-        self.assertEqual(Person.objects.first().phone, "555-1212")
+        assert Person.objects.first().phone == "555-1212"
 
         person = Person.objects.first()
         person.address = Address(city="Londinium")
         person.save()
 
-        self.assertEqual(Person.objects.first().address.city, "Londinium")
+        assert Person.objects.first().address.city == "Londinium"
 
         person = Person.objects.first()
         person["age"] = 35
         person.save()
-        self.assertEqual(Person.objects.first().age, 35)
+        assert Person.objects.first().age == 35
 
 
 if __name__ == "__main__":

tests/document/test_indexes.py

@@ -1,19 +1,19 @@
-# -*- coding: utf-8 -*-
 import unittest
 from datetime import datetime
 
-from nose.plugins.skip import SkipTest
+import pytest
+from pymongo.collation import Collation
 from pymongo.errors import OperationFailure
-import pymongo
-from six import iteritems
 
 from mongoengine import *
 from mongoengine.connection import get_db
-
+from mongoengine.mongodb_support import (
-__all__ = ("IndexesTest",)
+    MONGODB_42,
+    get_mongodb_version,
+)
 
 
-class IndexesTest(unittest.TestCase):
+class TestIndexes(unittest.TestCase):
     def setUp(self):
         self.connection = connect(db="mongoenginetest")
         self.db = get_db()
@@ -55,15 +55,15 @@ class IndexesTest(unittest.TestCase):
             {"fields": [("tags", 1)]},
             {"fields": [("category", 1), ("addDate", -1)]},
         ]
-        self.assertEqual(expected_specs, BlogPost._meta["index_specs"])
+        assert expected_specs == BlogPost._meta["index_specs"]
 
         BlogPost.ensure_indexes()
         info = BlogPost.objects._collection.index_information()
         # _id, '-date', 'tags', ('cat', 'date')
-        self.assertEqual(len(info), 4)
+        assert len(info) == 4
-        info = [value["key"] for key, value in iteritems(info)]
+        info = [value["key"] for key, value in info.items()]
         for expected in expected_specs:
-            self.assertIn(expected["fields"], info)
+            assert expected["fields"] in info
 
     def _index_test_inheritance(self, InheritFrom):
         class BlogPost(InheritFrom):
@@ -80,7 +80,7 @@ class IndexesTest(unittest.TestCase):
             {"fields": [("_cls", 1), ("tags", 1)]},
             {"fields": [("_cls", 1), ("category", 1), ("addDate", -1)]},
         ]
-        self.assertEqual(expected_specs, BlogPost._meta["index_specs"])
+        assert expected_specs == BlogPost._meta["index_specs"]
 
         BlogPost.ensure_indexes()
         info = BlogPost.objects._collection.index_information()
@@ -88,25 +88,25 @@ class IndexesTest(unittest.TestCase):
         # NB: there is no index on _cls by itself, since
         # the indices on -date and tags will both contain
         # _cls as first element in the key
-        self.assertEqual(len(info), 4)
+        assert len(info) == 4
-        info = [value["key"] for key, value in iteritems(info)]
+        info = [value["key"] for key, value in info.items()]
         for expected in expected_specs:
-            self.assertIn(expected["fields"], info)
+            assert expected["fields"] in info
 
         class ExtendedBlogPost(BlogPost):
             title = StringField()
             meta = {"indexes": ["title"]}
 
         expected_specs.append({"fields": [("_cls", 1), ("title", 1)]})
-        self.assertEqual(expected_specs, ExtendedBlogPost._meta["index_specs"])
+        assert expected_specs == ExtendedBlogPost._meta["index_specs"]
 
         BlogPost.drop_collection()
 
         ExtendedBlogPost.ensure_indexes()
         info = ExtendedBlogPost.objects._collection.index_information()
-        info = [value["key"] for key, value in iteritems(info)]
+        info = [value["key"] for key, value in info.items()]
         for expected in expected_specs:
-            self.assertIn(expected["fields"], info)
+            assert expected["fields"] in info
 
     def test_indexes_document_inheritance(self):
         """Ensure that indexes are used when meta[indexes] is specified for
@@ -130,10 +130,8 @@ class IndexesTest(unittest.TestCase):
         class B(A):
             description = StringField()
 
-        self.assertEqual(A._meta["index_specs"], B._meta["index_specs"])
+        assert A._meta["index_specs"] == B._meta["index_specs"]
-        self.assertEqual(
+        assert [{"fields": [("_cls", 1), ("title", 1)]}] == A._meta["index_specs"]
-            [{"fields": [("_cls", 1), ("title", 1)]}], A._meta["index_specs"]
-        )
 
     def test_index_no_cls(self):
         """Ensure index specs are inhertited correctly"""
@@ -146,11 +144,11 @@ class IndexesTest(unittest.TestCase):
                 "index_cls": False,
             }
 
-        self.assertEqual([("title", 1)], A._meta["index_specs"][0]["fields"])
+        assert [("title", 1)] == A._meta["index_specs"][0]["fields"]
         A._get_collection().drop_indexes()
         A.ensure_indexes()
         info = A._get_collection().index_information()
-        self.assertEqual(len(info.keys()), 2)
+        assert len(info.keys()) == 2
 
         class B(A):
             c = StringField()
@@ -160,8 +158,8 @@ class IndexesTest(unittest.TestCase):
                 "allow_inheritance": True,
             }
 
-        self.assertEqual([("c", 1)], B._meta["index_specs"][1]["fields"])
+        assert [("c", 1)] == B._meta["index_specs"][1]["fields"]
-        self.assertEqual([("_cls", 1), ("d", 1)], B._meta["index_specs"][2]["fields"])
+        assert [("_cls", 1), ("d", 1)] == B._meta["index_specs"][2]["fields"]
 
     def test_build_index_spec_is_not_destructive(self):
         class MyDoc(Document):
@@ -169,16 +167,15 @@ class IndexesTest(unittest.TestCase):
 
             meta = {"indexes": ["keywords"], "allow_inheritance": False}
 
-        self.assertEqual(MyDoc._meta["index_specs"], [{"fields": [("keywords", 1)]}])
+        assert MyDoc._meta["index_specs"] == [{"fields": [("keywords", 1)]}]
 
         # Force index creation
         MyDoc.ensure_indexes()
 
-        self.assertEqual(MyDoc._meta["index_specs"], [{"fields": [("keywords", 1)]}])
+        assert MyDoc._meta["index_specs"] == [{"fields": [("keywords", 1)]}]
 
     def test_embedded_document_index_meta(self):
-        """Ensure that embedded document indexes are created explicitly
+        """Ensure that embedded document indexes are created explicitly"""
-        """
 
         class Rank(EmbeddedDocument):
             title = StringField(required=True)
@@ -189,36 +186,32 @@ class IndexesTest(unittest.TestCase):
 
             meta = {"indexes": ["rank.title"], "allow_inheritance": False}
 
-        self.assertEqual([{"fields": [("rank.title", 1)]}], Person._meta["index_specs"])
+        assert [{"fields": [("rank.title", 1)]}] == Person._meta["index_specs"]
 
         Person.drop_collection()
 
         # Indexes are lazy so use list() to perform query
         list(Person.objects)
         info = Person.objects._collection.index_information()
-        info = [value["key"] for key, value in iteritems(info)]
+        info = [value["key"] for key, value in info.items()]
-        self.assertIn([("rank.title", 1)], info)
+        assert [("rank.title", 1)] in info
 
     def test_explicit_geo2d_index(self):
-        """Ensure that geo2d indexes work when created via meta[indexes]
+        """Ensure that geo2d indexes work when created via meta[indexes]"""
-        """
 
         class Place(Document):
             location = DictField()
             meta = {"allow_inheritance": True, "indexes": ["*location.point"]}
 
-        self.assertEqual(
+        assert [{"fields": [("location.point", "2d")]}] == Place._meta["index_specs"]
-            [{"fields": [("location.point", "2d")]}], Place._meta["index_specs"]
-        )
 
         Place.ensure_indexes()
         info = Place._get_collection().index_information()
-        info = [value["key"] for key, value in iteritems(info)]
+        info = [value["key"] for key, value in info.items()]
-        self.assertIn([("location.point", "2d")], info)
+        assert [("location.point", "2d")] in info
 
     def test_explicit_geo2d_index_embedded(self):
-        """Ensure that geo2d indexes work when created via meta[indexes]
+        """Ensure that geo2d indexes work when created via meta[indexes]"""
-        """
 
         class EmbeddedLocation(EmbeddedDocument):
             location = DictField()
@@ -227,36 +220,34 @@ class IndexesTest(unittest.TestCase):
             current = DictField(field=EmbeddedDocumentField("EmbeddedLocation"))
             meta = {"allow_inheritance": True, "indexes": ["*current.location.point"]}
 
-        self.assertEqual(
+        assert [{"fields": [("current.location.point", "2d")]}] == Place._meta[
-            [{"fields": [("current.location.point", "2d")]}], Place._meta["index_specs"]
+            "index_specs"
-        )
+        ]
 
         Place.ensure_indexes()
         info = Place._get_collection().index_information()
-        info = [value["key"] for key, value in iteritems(info)]
+        info = [value["key"] for key, value in info.items()]
-        self.assertIn([("current.location.point", "2d")], info)
+        assert [("current.location.point", "2d")] in info
 
     def test_explicit_geosphere_index(self):
-        """Ensure that geosphere indexes work when created via meta[indexes]
+        """Ensure that geosphere indexes work when created via meta[indexes]"""
-        """
 
         class Place(Document):
             location = DictField()
             meta = {"allow_inheritance": True, "indexes": ["(location.point"]}
 
-        self.assertEqual(
+        assert [{"fields": [("location.point", "2dsphere")]}] == Place._meta[
-            [{"fields": [("location.point", "2dsphere")]}], Place._meta["index_specs"]
+            "index_specs"
-        )
+        ]
 
         Place.ensure_indexes()
         info = Place._get_collection().index_information()
-        info = [value["key"] for key, value in iteritems(info)]
+        info = [value["key"] for key, value in info.items()]
-        self.assertIn([("location.point", "2dsphere")], info)
+        assert [("location.point", "2dsphere")] in info
 
     def test_explicit_geohaystack_index(self):
-        """Ensure that geohaystack indexes work when created via meta[indexes]
+        """Ensure that geohaystack indexes work when created via meta[indexes]"""
-        """
+        pytest.skip(
-        raise SkipTest(
             "GeoHaystack index creation is not supported for now"
             "from meta, as it requires a bucketSize parameter."
         )
@@ -266,19 +257,17 @@ class IndexesTest(unittest.TestCase):
             name = StringField()
             meta = {"indexes": [(")location.point", "name")]}
 
-        self.assertEqual(
+        assert [
-            [{"fields": [("location.point", "geoHaystack"), ("name", 1)]}],
+            {"fields": [("location.point", "geoHaystack"), ("name", 1)]}
-            Place._meta["index_specs"],
+        ] == Place._meta["index_specs"]
-        )
 
         Place.ensure_indexes()
         info = Place._get_collection().index_information()
-        info = [value["key"] for key, value in iteritems(info)]
+        info = [value["key"] for key, value in info.items()]
-        self.assertIn([("location.point", "geoHaystack")], info)
+        assert [("location.point", "geoHaystack")] in info
 
     def test_create_geohaystack_index(self):
-        """Ensure that geohaystack indexes can be created
+        """Ensure that geohaystack indexes can be created"""
-        """
 
         class Place(Document):
             location = DictField()
@@ -286,8 +275,8 @@ class IndexesTest(unittest.TestCase):
 
         Place.create_index({"fields": (")location.point", "name")}, bucketSize=10)
         info = Place._get_collection().index_information()
-        info = [value["key"] for key, value in iteritems(info)]
+        info = [value["key"] for key, value in info.items()]
-        self.assertIn([("location.point", "geoHaystack"), ("name", 1)], info)
+        assert [("location.point", "geoHaystack"), ("name", 1)] in info
 
     def test_dictionary_indexes(self):
         """Ensure that indexes are used when meta[indexes] contains
@@ -300,25 +289,24 @@ class IndexesTest(unittest.TestCase):
             tags = ListField(StringField())
             meta = {"indexes": [{"fields": ["-date"], "unique": True, "sparse": True}]}
 
-        self.assertEqual(
+        assert [
-            [{"fields": [("addDate", -1)], "unique": True, "sparse": True}],
+            {"fields": [("addDate", -1)], "unique": True, "sparse": True}
-            BlogPost._meta["index_specs"],
+        ] == BlogPost._meta["index_specs"]
-        )
 
         BlogPost.drop_collection()
 
         info = BlogPost.objects._collection.index_information()
         # _id, '-date'
-        self.assertEqual(len(info), 2)
+        assert len(info) == 2
 
         # Indexes are lazy so use list() to perform query
         list(BlogPost.objects)
         info = BlogPost.objects._collection.index_information()
         info = [
             (value["key"], value.get("unique", False), value.get("sparse", False))
-            for key, value in iteritems(info)
+            for key, value in info.items()
         ]
-        self.assertIn(([("addDate", -1)], True, True), info)
+        assert ([("addDate", -1)], True, True) in info
 
         BlogPost.drop_collection()
 
@@ -340,11 +328,9 @@ class IndexesTest(unittest.TestCase):
 
         Person(name="test", user_guid="123").save()
 
-        self.assertEqual(1, Person.objects.count())
+        assert 1 == Person.objects.count()
         info = Person.objects._collection.index_information()
-        self.assertEqual(
+        assert sorted(info.keys()) == ["_cls_1_name_1", "_cls_1_user_guid_1", "_id_"]
-            sorted(info.keys()), ["_cls_1_name_1", "_cls_1_user_guid_1", "_id_"]
-        )
 
     def test_disable_index_creation(self):
         """Tests setting auto_create_index to False on the connection will
@@ -367,17 +353,16 @@ class IndexesTest(unittest.TestCase):
         User(user_guid="123").save()
         MongoUser(user_guid="123").save()
 
-        self.assertEqual(2, User.objects.count())
+        assert 2 == User.objects.count()
         info = User.objects._collection.index_information()
-        self.assertEqual(list(info.keys()), ["_id_"])
+        assert list(info.keys()) == ["_id_"]
 
         User.ensure_indexes()
         info = User.objects._collection.index_information()
-        self.assertEqual(sorted(info.keys()), ["_cls_1_user_guid_1", "_id_"])
+        assert sorted(info.keys()) == ["_cls_1_user_guid_1", "_id_"]
 
     def test_embedded_document_index(self):
-        """Tests settings an index on an embedded document
+        """Tests settings an index on an embedded document"""
-        """
 
         class Date(EmbeddedDocument):
             year = IntField(db_field="yr")
@@ -391,11 +376,10 @@ class IndexesTest(unittest.TestCase):
         BlogPost.drop_collection()
 
         info = BlogPost.objects._collection.index_information()
-        self.assertEqual(sorted(info.keys()), ["_id_", "date.yr_-1"])
+        assert sorted(info.keys()) == ["_id_", "date.yr_-1"]
 
     def test_list_embedded_document_index(self):
-        """Ensure list embedded documents can be indexed
+        """Ensure list embedded documents can be indexed"""
-        """
 
         class Tag(EmbeddedDocument):
             name = StringField(db_field="tag")
@@ -410,7 +394,7 @@ class IndexesTest(unittest.TestCase):
 
         info = BlogPost.objects._collection.index_information()
         # we don't use _cls in with list fields by default
-        self.assertEqual(sorted(info.keys()), ["_id_", "tags.tag_1"])
+        assert sorted(info.keys()) == ["_id_", "tags.tag_1"]
 
         post1 = BlogPost(
             title="Embedded Indexes tests in place",
@@ -428,11 +412,10 @@ class IndexesTest(unittest.TestCase):
 
         RecursiveDocument.ensure_indexes()
         info = RecursiveDocument._get_collection().index_information()
-        self.assertEqual(sorted(info.keys()), ["_cls_1", "_id_"])
+        assert sorted(info.keys()) == ["_cls_1", "_id_"]
 
     def test_covered_index(self):
-        """Ensure that covered indexes can be used
+        """Ensure that covered indexes can be used"""
-        """
 
         class Test(Document):
             a = IntField()
@@ -448,46 +431,47 @@ class IndexesTest(unittest.TestCase):
         # Need to be explicit about covered indexes as mongoDB doesn't know if
         # the documents returned might have more keys in that here.
         query_plan = Test.objects(id=obj.id).exclude("a").explain()
-        self.assertEqual(
+        assert (
             query_plan.get("queryPlanner")
             .get("winningPlan")
             .get("inputStage")
-            .get("stage"),
+            .get("stage")
-            "IDHACK",
+            == "IDHACK"
         )
 
         query_plan = Test.objects(id=obj.id).only("id").explain()
-        self.assertEqual(
+        assert (
             query_plan.get("queryPlanner")
             .get("winningPlan")
             .get("inputStage")
-            .get("stage"),
+            .get("stage")
-            "IDHACK",
+            == "IDHACK"
         )
 
         query_plan = Test.objects(a=1).only("a").exclude("id").explain()
-        self.assertEqual(
+        assert (
             query_plan.get("queryPlanner")
             .get("winningPlan")
             .get("inputStage")
-            .get("stage"),
+            .get("stage")
-            "IXSCAN",
+            == "IXSCAN"
         )
-        self.assertEqual(
+        mongo_db = get_mongodb_version()
-            query_plan.get("queryPlanner").get("winningPlan").get("stage"), "PROJECTION"
+        PROJECTION_STR = "PROJECTION" if mongo_db < MONGODB_42 else "PROJECTION_COVERED"
+        assert (
+            query_plan.get("queryPlanner").get("winningPlan").get("stage")
+            == PROJECTION_STR
         )
 
         query_plan = Test.objects(a=1).explain()
-        self.assertEqual(
+        assert (
             query_plan.get("queryPlanner")
             .get("winningPlan")
             .get("inputStage")
-            .get("stage"),
+            .get("stage")
-            "IXSCAN",
+            == "IXSCAN"
-        )
-        self.assertEqual(
-            query_plan.get("queryPlanner").get("winningPlan").get("stage"), "FETCH"
         )
+        assert query_plan.get("queryPlanner").get("winningPlan").get("stage") == "FETCH"
 
     def test_index_on_id(self):
         class BlogPost(Document):
@@ -500,9 +484,7 @@ class IndexesTest(unittest.TestCase):
         BlogPost.drop_collection()
 
         indexes = BlogPost.objects._collection.index_information()
-        self.assertEqual(
+        assert indexes["categories_1__id_1"]["key"] == [("categories", 1), ("_id", 1)]
-            indexes["categories_1__id_1"]["key"], [("categories", 1), ("_id", 1)]
-        )
 
     def test_hint(self):
         TAGS_INDEX_NAME = "tags_1"
@@ -518,30 +500,62 @@ class IndexesTest(unittest.TestCase):
             BlogPost(tags=tags).save()
 
         # Hinting by shape should work.
-        self.assertEqual(BlogPost.objects.hint([("tags", 1)]).count(), 10)
+        assert BlogPost.objects.hint([("tags", 1)]).count() == 10
 
         # Hinting by index name should work.
-        self.assertEqual(BlogPost.objects.hint(TAGS_INDEX_NAME).count(), 10)
+        assert BlogPost.objects.hint(TAGS_INDEX_NAME).count() == 10
 
         # Clearing the hint should work fine.
-        self.assertEqual(BlogPost.objects.hint().count(), 10)
+        assert BlogPost.objects.hint().count() == 10
-        self.assertEqual(BlogPost.objects.hint([("ZZ", 1)]).hint().count(), 10)
+        assert BlogPost.objects.hint([("ZZ", 1)]).hint().count() == 10
 
         # Hinting on a non-existent index shape should fail.
-        with self.assertRaises(OperationFailure):
+        with pytest.raises(OperationFailure):
             BlogPost.objects.hint([("ZZ", 1)]).count()
 
         # Hinting on a non-existent index name should fail.
-        with self.assertRaises(OperationFailure):
+        with pytest.raises(OperationFailure):
             BlogPost.objects.hint("Bad Name").count()
 
         # Invalid shape argument (missing list brackets) should fail.
-        with self.assertRaises(ValueError):
+        with pytest.raises(ValueError):
             BlogPost.objects.hint(("tags", 1)).count()
 
+    def test_collation(self):
+        base = {"locale": "en", "strength": 2}
+
+        class BlogPost(Document):
+            name = StringField()
+            meta = {
+                "indexes": [
+                    {"fields": ["name"], "name": "name_index", "collation": base}
+                ]
+            }
+
+        BlogPost.drop_collection()
+
+        names = ["tag1", "Tag2", "tag3", "Tag4", "tag5"]
+        for name in names:
+            BlogPost(name=name).save()
+
+        query_result = BlogPost.objects.collation(base).order_by("name")
+        assert [x.name for x in query_result] == sorted(names, key=lambda x: x.lower())
+        assert 5 == query_result.count()
+
+        query_result = BlogPost.objects.collation(Collation(**base)).order_by("name")
+        assert [x.name for x in query_result] == sorted(names, key=lambda x: x.lower())
+        assert 5 == query_result.count()
+
+        incorrect_collation = {"arndom": "wrdo"}
+        with pytest.raises(OperationFailure) as exc_info:
+            BlogPost.objects.collation(incorrect_collation).count()
+        assert "Missing expected field" in str(exc_info.value)
+
+        query_result = BlogPost.objects.collation({}).order_by("name")
+        assert [x.name for x in query_result] == sorted(names)
+
     def test_unique(self):
-        """Ensure that uniqueness constraints are applied to fields.
+        """Ensure that uniqueness constraints are applied to fields."""
-        """
 
         class BlogPost(Document):
             title = StringField()
@@ -554,11 +568,14 @@ class IndexesTest(unittest.TestCase):
 
         # Two posts with the same slug is not allowed
         post2 = BlogPost(title="test2", slug="test")
-        self.assertRaises(NotUniqueError, post2.save)
+        with pytest.raises(NotUniqueError):
-        self.assertRaises(NotUniqueError, BlogPost.objects.insert, post2)
+            post2.save()
+        with pytest.raises(NotUniqueError):
+            BlogPost.objects.insert(post2)
 
         # Ensure backwards compatibility for errors
-        self.assertRaises(OperationError, post2.save)
+        with pytest.raises(OperationError):
+            post2.save()
 
     def test_primary_key_unique_not_working(self):
         """Relates to #1445"""
@@ -568,28 +585,25 @@ class IndexesTest(unittest.TestCase):
 
         Blog.drop_collection()
 
-        with self.assertRaises(OperationFailure) as ctx_err:
+        with pytest.raises(OperationFailure) as exc_info:
             Blog(id="garbage").save()
 
         # One of the errors below should happen. Which one depends on the
         # PyMongo version and dict order.
-        err_msg = str(ctx_err.exception)
+        err_msg = str(exc_info.value)
-        self.assertTrue(
+        assert any(
-            any(
+            [
-                [
+                "The field 'unique' is not valid for an _id index specification"
-                    "The field 'unique' is not valid for an _id index specification"
+                in err_msg,
-                    in err_msg,
+                "The field 'background' is not valid for an _id index specification"
-                    "The field 'background' is not valid for an _id index specification"
+                in err_msg,
-                    in err_msg,
+                "The field 'sparse' is not valid for an _id index specification"
-                    "The field 'sparse' is not valid for an _id index specification"
+                in err_msg,
-                    in err_msg,
+            ]
-                ]
-            )
         )
 
     def test_unique_with(self):
-        """Ensure that unique_with constraints are applied to fields.
+        """Ensure that unique_with constraints are applied to fields."""
-        """
 
         class Date(EmbeddedDocument):
             year = IntField(db_field="yr")
@@ -610,11 +624,11 @@ class IndexesTest(unittest.TestCase):
 
         # Now there will be two docs with the same slug and the same day: fail
         post3 = BlogPost(title="test3", date=Date(year=2010), slug="test")
-        self.assertRaises(OperationError, post3.save)
+        with pytest.raises(OperationError):
+            post3.save()
 
     def test_unique_embedded_document(self):
-        """Ensure that uniqueness constraints are applied to fields on embedded documents.
+        """Ensure that uniqueness constraints are applied to fields on embedded documents."""
-        """
 
         class SubDocument(EmbeddedDocument):
             year = IntField(db_field="yr")
@@ -635,7 +649,8 @@ class IndexesTest(unittest.TestCase):
 
         # Now there will be two docs with the same sub.slug
         post3 = BlogPost(title="test3", sub=SubDocument(year=2010, slug="test"))
-        self.assertRaises(NotUniqueError, post3.save)
+        with pytest.raises(NotUniqueError):
+            post3.save()
 
     def test_unique_embedded_document_in_list(self):
         """
@@ -665,7 +680,8 @@ class IndexesTest(unittest.TestCase):
 
         post2 = BlogPost(title="test2", subs=[SubDocument(year=2014, slug="conflict")])
 
-        self.assertRaises(NotUniqueError, post2.save)
+        with pytest.raises(NotUniqueError):
+            post2.save()
 
     def test_unique_embedded_document_in_sorted_list(self):
         """
@@ -695,12 +711,13 @@ class IndexesTest(unittest.TestCase):
 
         # confirm that the unique index is created
         indexes = BlogPost._get_collection().index_information()
-        self.assertIn("subs.slug_1", indexes)
+        assert "subs.slug_1" in indexes
-        self.assertTrue(indexes["subs.slug_1"]["unique"])
+        assert indexes["subs.slug_1"]["unique"]
 
         post2 = BlogPost(title="test2", subs=[SubDocument(year=2014, slug="conflict")])
 
-        self.assertRaises(NotUniqueError, post2.save)
+        with pytest.raises(NotUniqueError):
+            post2.save()
 
     def test_unique_embedded_document_in_embedded_document_list(self):
         """
@@ -730,12 +747,13 @@ class IndexesTest(unittest.TestCase):
 
         # confirm that the unique index is created
         indexes = BlogPost._get_collection().index_information()
-        self.assertIn("subs.slug_1", indexes)
+        assert "subs.slug_1" in indexes
-        self.assertTrue(indexes["subs.slug_1"]["unique"])
+        assert indexes["subs.slug_1"]["unique"]
 
         post2 = BlogPost(title="test2", subs=[SubDocument(year=2014, slug="conflict")])
 
-        self.assertRaises(NotUniqueError, post2.save)
+        with pytest.raises(NotUniqueError):
+            post2.save()
 
     def test_unique_with_embedded_document_and_embedded_unique(self):
         """Ensure that uniqueness constraints are applied to fields on
@@ -761,11 +779,13 @@ class IndexesTest(unittest.TestCase):
 
         # Now there will be two docs with the same sub.slug
         post3 = BlogPost(title="test3", sub=SubDocument(year=2010, slug="test"))
-        self.assertRaises(NotUniqueError, post3.save)
+        with pytest.raises(NotUniqueError):
+            post3.save()
 
         # Now there will be two docs with the same title and year
         post3 = BlogPost(title="test1", sub=SubDocument(year=2009, slug="test-1"))
-        self.assertRaises(NotUniqueError, post3.save)
+        with pytest.raises(NotUniqueError):
+            post3.save()
 
     def test_ttl_indexes(self):
         class Log(Document):
@@ -777,19 +797,7 @@ class IndexesTest(unittest.TestCase):
         # Indexes are lazy so use list() to perform query
         list(Log.objects)
         info = Log.objects._collection.index_information()
-        self.assertEqual(3600, info["created_1"]["expireAfterSeconds"])
+        assert 3600 == info["created_1"]["expireAfterSeconds"]
-
-    def test_index_drop_dups_silently_ignored(self):
-        class Customer(Document):
-            cust_id = IntField(unique=True, required=True)
-            meta = {
-                "indexes": ["cust_id"],
-                "index_drop_dups": True,
-                "allow_inheritance": False,
-            }
-
-        Customer.drop_collection()
-        Customer.objects.first()
 
     def test_unique_and_indexes(self):
         """Ensure that 'unique' constraints aren't overridden by
@@ -805,14 +813,14 @@ class IndexesTest(unittest.TestCase):
         cust.save()
 
         cust_dupe = Customer(cust_id=1)
-        with self.assertRaises(NotUniqueError):
+        with pytest.raises(NotUniqueError):
             cust_dupe.save()
 
         cust = Customer(cust_id=2)
         cust.save()
 
         # duplicate key on update
-        with self.assertRaises(NotUniqueError):
+        with pytest.raises(NotUniqueError):
             cust.cust_id = 1
             cust.save()
 
@@ -833,8 +841,8 @@ class IndexesTest(unittest.TestCase):
         user = User(name="huangz", password="secret2")
         user.save()
 
-        self.assertEqual(User.objects.count(), 1)
+        assert User.objects.count() == 1
-        self.assertEqual(User.objects.get().password, "secret2")
+        assert User.objects.get().password == "secret2"
 
     def test_unique_and_primary_create(self):
         """Create a new record with a duplicate primary key
@@ -848,11 +856,11 @@ class IndexesTest(unittest.TestCase):
         User.drop_collection()
 
         User.objects.create(name="huangz", password="secret")
-        with self.assertRaises(NotUniqueError):
+        with pytest.raises(NotUniqueError):
             User.objects.create(name="huangz", password="secret2")
 
-        self.assertEqual(User.objects.count(), 1)
+        assert User.objects.count() == 1
-        self.assertEqual(User.objects.get().password, "secret")
+        assert User.objects.get().password == "secret"
 
     def test_index_with_pk(self):
         """Ensure you can use `pk` as part of a query"""
@@ -874,9 +882,9 @@ class IndexesTest(unittest.TestCase):
             self.fail("Unbound local error at index + pk definition")
 
         info = BlogPost.objects._collection.index_information()
-        info = [value["key"] for key, value in iteritems(info)]
+        info = [value["key"] for key, value in info.items()]
         index_item = [("_id", 1), ("comments.comment_id", 1)]
-        self.assertIn(index_item, info)
+        assert index_item in info
 
     def test_compound_key_embedded(self):
         class CompoundKey(EmbeddedDocument):
@@ -890,10 +898,8 @@ class IndexesTest(unittest.TestCase):
         my_key = CompoundKey(name="n", term="ok")
         report = ReportEmbedded(text="OK", key=my_key).save()
 
-        self.assertEqual(
+        assert {"text": "OK", "_id": {"term": "ok", "name": "n"}} == report.to_mongo()
-            {"text": "OK", "_id": {"term": "ok", "name": "n"}}, report.to_mongo()
+        assert report == ReportEmbedded.objects.get(pk=my_key)
-        )
-        self.assertEqual(report, ReportEmbedded.objects.get(pk=my_key))
 
     def test_compound_key_dictfield(self):
         class ReportDictField(Document):
@@ -903,15 +909,13 @@ class IndexesTest(unittest.TestCase):
         my_key = {"name": "n", "term": "ok"}
         report = ReportDictField(text="OK", key=my_key).save()
 
-        self.assertEqual(
+        assert {"text": "OK", "_id": {"term": "ok", "name": "n"}} == report.to_mongo()
-            {"text": "OK", "_id": {"term": "ok", "name": "n"}}, report.to_mongo()
-        )
 
         # We can't directly call ReportDictField.objects.get(pk=my_key),
         # because dicts are unordered, and if the order in MongoDB is
         # different than the one in `my_key`, this test will fail.
-        self.assertEqual(report, ReportDictField.objects.get(pk__name=my_key["name"]))
+        assert report == ReportDictField.objects.get(pk__name=my_key["name"])
-        self.assertEqual(report, ReportDictField.objects.get(pk__term=my_key["term"]))
+        assert report == ReportDictField.objects.get(pk__term=my_key["term"])
 
     def test_string_indexes(self):
         class MyDoc(Document):
@@ -919,9 +923,9 @@ class IndexesTest(unittest.TestCase):
             meta = {"indexes": ["provider_ids.foo", "provider_ids.bar"]}
 
         info = MyDoc.objects._collection.index_information()
-        info = [value["key"] for key, value in iteritems(info)]
+        info = [value["key"] for key, value in info.items()]
-        self.assertIn([("provider_ids.foo", 1)], info)
+        assert [("provider_ids.foo", 1)] in info
-        self.assertIn([("provider_ids.bar", 1)], info)
+        assert [("provider_ids.bar", 1)] in info
 
     def test_sparse_compound_indexes(self):
         class MyDoc(Document):
@@ -933,11 +937,10 @@ class IndexesTest(unittest.TestCase):
             }
 
         info = MyDoc.objects._collection.index_information()
-        self.assertEqual(
+        assert [("provider_ids.foo", 1), ("provider_ids.bar", 1)] == info[
-            [("provider_ids.foo", 1), ("provider_ids.bar", 1)],
+            "provider_ids.foo_1_provider_ids.bar_1"
-            info["provider_ids.foo_1_provider_ids.bar_1"]["key"],
+        ]["key"]
-        )
+        assert info["provider_ids.foo_1_provider_ids.bar_1"]["sparse"]
-        self.assertTrue(info["provider_ids.foo_1_provider_ids.bar_1"]["sparse"])
 
     def test_text_indexes(self):
         class Book(Document):
@@ -945,9 +948,9 @@ class IndexesTest(unittest.TestCase):
             meta = {"indexes": ["$title"]}
 
         indexes = Book.objects._collection.index_information()
-        self.assertIn("title_text", indexes)
+        assert "title_text" in indexes
         key = indexes["title_text"]["key"]
-        self.assertIn(("_fts", "text"), key)
+        assert ("_fts", "text") in key
 
     def test_hashed_indexes(self):
         class Book(Document):
@@ -955,8 +958,8 @@ class IndexesTest(unittest.TestCase):
             meta = {"indexes": ["#ref_id"]}
 
         indexes = Book.objects._collection.index_information()
-        self.assertIn("ref_id_hashed", indexes)
+        assert "ref_id_hashed" in indexes
-        self.assertIn(("ref_id", "hashed"), indexes["ref_id_hashed"]["key"])
+        assert ("ref_id", "hashed") in indexes["ref_id_hashed"]["key"]
 
     def test_indexes_after_database_drop(self):
         """
@@ -993,7 +996,8 @@ class IndexesTest(unittest.TestCase):
 
             # Create Post #2
             post2 = BlogPost(title="test2", slug="test")
-            self.assertRaises(NotUniqueError, post2.save)
+            with pytest.raises(NotUniqueError):
+                post2.save()
         finally:
             # Drop the temporary database at the end
             connection.drop_database("tempdatabase")
@@ -1035,20 +1039,13 @@ class IndexesTest(unittest.TestCase):
                 del index_info[key][
                     "ns"
                 ]  # drop the index namespace - we don't care about that here, MongoDB 3+
-            if "dropDups" in index_info[key]:
-                del index_info[key][
-                    "dropDups"
-                ]  # drop the index dropDups - it is deprecated in MongoDB 3+
 
-        self.assertEqual(
+        assert index_info == {
-            index_info,
+            "txt_1": {"key": [("txt", 1)], "background": False},
-            {
+            "_id_": {"key": [("_id", 1)]},
-                "txt_1": {"key": [("txt", 1)], "background": False},
+            "txt2_1": {"key": [("txt2", 1)], "background": False},
-                "_id_": {"key": [("_id", 1)]},
+            "_cls_1": {"key": [("_cls", 1)], "background": False},
-                "txt2_1": {"key": [("txt2", 1)], "background": False},
+        }
-                "_cls_1": {"key": [("_cls", 1)], "background": False},
-            },
-        )
 
     def test_compound_index_underscore_cls_not_overwritten(self):
         """
@@ -1071,7 +1068,7 @@ class IndexesTest(unittest.TestCase):
         TestDoc.ensure_indexes()
 
         index_info = TestDoc._get_collection().index_information()
-        self.assertIn("shard_1_1__cls_1_txt_1_1", index_info)
+        assert "shard_1_1__cls_1_txt_1_1" in index_info
 
 
 if __name__ == "__main__":

tests/document/test_inheritance.py

@@ -1,8 +1,7 @@
-# -*- coding: utf-8 -*-
 import unittest
 import warnings
 
-from six import iteritems
+import pytest
 
 from mongoengine import (
     BooleanField,
@@ -15,13 +14,11 @@ from mongoengine import (
     StringField,
 )
 from mongoengine.pymongo_support import list_collection_names
-from tests.utils import MongoDBTestCase
 from tests.fixtures import Base
-
+from tests.utils import MongoDBTestCase
-__all__ = ("InheritanceTest",)
 
 
-class InheritanceTest(MongoDBTestCase):
+class TestInheritance(MongoDBTestCase):
     def tearDown(self):
         for collection in list_collection_names(self.db):
             self.db.drop_collection(collection)
@@ -39,17 +36,16 @@ class InheritanceTest(MongoDBTestCase):
             meta = {"allow_inheritance": True}
 
         test_doc = DataDoc(name="test", embed=EmbedData(data="data"))
-        self.assertEqual(test_doc._cls, "DataDoc")
+        assert test_doc._cls == "DataDoc"
-        self.assertEqual(test_doc.embed._cls, "EmbedData")
+        assert test_doc.embed._cls == "EmbedData"
         test_doc.save()
         saved_doc = DataDoc.objects.with_id(test_doc.id)
-        self.assertEqual(test_doc._cls, saved_doc._cls)
+        assert test_doc._cls == saved_doc._cls
-        self.assertEqual(test_doc.embed._cls, saved_doc.embed._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.
+        """Ensure that the correct list of superclasses is assembled."""
-        """
 
         class Animal(Document):
             meta = {"allow_inheritance": True}
@@ -69,12 +65,12 @@ class InheritanceTest(MongoDBTestCase):
         class Human(Mammal):
             pass
 
-        self.assertEqual(Animal._superclasses, ())
+        assert Animal._superclasses == ()
-        self.assertEqual(Fish._superclasses, ("Animal",))
+        assert Fish._superclasses == ("Animal",)
-        self.assertEqual(Guppy._superclasses, ("Animal", "Animal.Fish"))
+        assert Guppy._superclasses == ("Animal", "Animal.Fish")
-        self.assertEqual(Mammal._superclasses, ("Animal",))
+        assert Mammal._superclasses == ("Animal",)
-        self.assertEqual(Dog._superclasses, ("Animal", "Animal.Mammal"))
+        assert Dog._superclasses == ("Animal", "Animal.Mammal")
-        self.assertEqual(Human._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
@@ -99,18 +95,12 @@ class InheritanceTest(MongoDBTestCase):
         class Human(Mammal):
             pass
 
-        self.assertEqual(Animal._superclasses, ("Base",))
+        assert Animal._superclasses == ("Base",)
-        self.assertEqual(Fish._superclasses, ("Base", "Base.Animal"))
+        assert Fish._superclasses == ("Base", "Base.Animal")
-        self.assertEqual(
+        assert Guppy._superclasses == ("Base", "Base.Animal", "Base.Animal.Fish")
-            Guppy._superclasses, ("Base", "Base.Animal", "Base.Animal.Fish")
+        assert Mammal._superclasses == ("Base", "Base.Animal")
-        )
+        assert Dog._superclasses == ("Base", "Base.Animal", "Base.Animal.Mammal")
-        self.assertEqual(Mammal._superclasses, ("Base", "Base.Animal"))
+        assert Human._superclasses == ("Base", "Base.Animal", "Base.Animal.Mammal")
-        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
@@ -135,24 +125,22 @@ class InheritanceTest(MongoDBTestCase):
         class Human(Mammal):
             pass
 
-        self.assertEqual(
+        assert Animal._subclasses == (
-            Animal._subclasses,
+            "Animal",
-            (
+            "Animal.Fish",
-                "Animal",
+            "Animal.Fish.Guppy",
-                "Animal.Fish",
+            "Animal.Mammal",
-                "Animal.Fish.Guppy",
+            "Animal.Mammal.Dog",
-                "Animal.Mammal",
+            "Animal.Mammal.Human",
-                "Animal.Mammal.Dog",
-                "Animal.Mammal.Human",
-            ),
         )
-        self.assertEqual(Fish._subclasses, ("Animal.Fish", "Animal.Fish.Guppy"))
+        assert Fish._subclasses == ("Animal.Fish", "Animal.Fish.Guppy")
-        self.assertEqual(Guppy._subclasses, ("Animal.Fish.Guppy",))
+        assert Guppy._subclasses == ("Animal.Fish.Guppy",)
-        self.assertEqual(
+        assert Mammal._subclasses == (
-            Mammal._subclasses,
+            "Animal.Mammal",
-            ("Animal.Mammal", "Animal.Mammal.Dog", "Animal.Mammal.Human"),
+            "Animal.Mammal.Dog",
+            "Animal.Mammal.Human",
         )
-        self.assertEqual(Human._subclasses, ("Animal.Mammal.Human",))
+        assert Human._subclasses == ("Animal.Mammal.Human",)
 
     def test_external_subclasses(self):
         """Ensure that the correct list of _subclasses (subclasses) is
@@ -177,30 +165,22 @@ class InheritanceTest(MongoDBTestCase):
         class Human(Mammal):
             pass
 
-        self.assertEqual(
+        assert Animal._subclasses == (
-            Animal._subclasses,
+            "Base.Animal",
-            (
+            "Base.Animal.Fish",
-                "Base.Animal",
+            "Base.Animal.Fish.Guppy",
-                "Base.Animal.Fish",
+            "Base.Animal.Mammal",
-                "Base.Animal.Fish.Guppy",
+            "Base.Animal.Mammal.Dog",
-                "Base.Animal.Mammal",
+            "Base.Animal.Mammal.Human",
-                "Base.Animal.Mammal.Dog",
-                "Base.Animal.Mammal.Human",
-            ),
         )
-        self.assertEqual(
+        assert Fish._subclasses == ("Base.Animal.Fish", "Base.Animal.Fish.Guppy")
-            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",
         )
-        self.assertEqual(Guppy._subclasses, ("Base.Animal.Fish.Guppy",))
+        assert Human._subclasses == ("Base.Animal.Mammal.Human",)
-        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"""
@@ -208,37 +188,34 @@ class InheritanceTest(MongoDBTestCase):
         class Animal(Document):
             meta = {"allow_inheritance": True}
 
-        self.assertEqual(Animal._superclasses, ())
+        assert Animal._superclasses == ()
-        self.assertEqual(Animal._subclasses, ("Animal",))
+        assert Animal._subclasses == ("Animal",)
 
         # Test dynamically adding a class changes the meta data
         class Fish(Animal):
             pass
 
-        self.assertEqual(Animal._superclasses, ())
+        assert Animal._superclasses == ()
-        self.assertEqual(Animal._subclasses, ("Animal", "Animal.Fish"))
+        assert Animal._subclasses == ("Animal", "Animal.Fish")
 
-        self.assertEqual(Fish._superclasses, ("Animal",))
+        assert Fish._superclasses == ("Animal",)
-        self.assertEqual(Fish._subclasses, ("Animal.Fish",))
+        assert Fish._subclasses == ("Animal.Fish",)
 
         # Test dynamically adding an inherited class changes the meta data
         class Pike(Fish):
             pass
 
-        self.assertEqual(Animal._superclasses, ())
+        assert Animal._superclasses == ()
-        self.assertEqual(
+        assert Animal._subclasses == ("Animal", "Animal.Fish", "Animal.Fish.Pike")
-            Animal._subclasses, ("Animal", "Animal.Fish", "Animal.Fish.Pike")
-        )
 
-        self.assertEqual(Fish._superclasses, ("Animal",))
+        assert Fish._superclasses == ("Animal",)
-        self.assertEqual(Fish._subclasses, ("Animal.Fish", "Animal.Fish.Pike"))
+        assert Fish._subclasses == ("Animal.Fish", "Animal.Fish.Pike")
 
-        self.assertEqual(Pike._superclasses, ("Animal", "Animal.Fish"))
+        assert Pike._superclasses == ("Animal", "Animal.Fish")
-        self.assertEqual(Pike._subclasses, ("Animal.Fish.Pike",))
+        assert Pike._subclasses == ("Animal.Fish.Pike",)
 
     def test_inheritance_meta_data(self):
-        """Ensure that document may inherit fields from a superclass document.
+        """Ensure that document may inherit fields from a superclass document."""
-        """
 
         class Person(Document):
             name = StringField()
@@ -249,14 +226,13 @@ class InheritanceTest(MongoDBTestCase):
         class Employee(Person):
             salary = IntField()
 
-        self.assertEqual(
+        assert ["_cls", "age", "id", "name", "salary"] == sorted(
-            ["_cls", "age", "id", "name", "salary"], sorted(Employee._fields.keys())
+            Employee._fields.keys()
         )
-        self.assertEqual(Employee._get_collection_name(), Person._get_collection_name())
+        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.
+        """Ensure that document may inherit fields from a superclass document."""
-        """
 
         class Person(Document):
             name = StringField()
@@ -267,20 +243,20 @@ class InheritanceTest(MongoDBTestCase):
         class Employee(Person):
             salary = IntField()
 
-        self.assertEqual(
+        assert ["_cls", "age", "id", "name", "salary"] == sorted(
-            ["_cls", "age", "id", "name", "salary"], sorted(Employee._fields.keys())
+            Employee._fields.keys()
         )
-        self.assertEqual(
+        assert Person(name="Bob", age=35).to_mongo().keys() == ["_cls", "name", "age"]
-            Person(name="Bob", age=35).to_mongo().keys(), ["_cls", "name", "age"]
+        assert Employee(name="Bob", age=35, salary=0).to_mongo().keys() == [
-        )
+            "_cls",
-        self.assertEqual(
+            "name",
-            Employee(name="Bob", age=35, salary=0).to_mongo().keys(),
+            "age",
-            ["_cls", "name", "age", "salary"],
+            "salary",
-        )
+        ]
-        self.assertEqual(Employee._get_collection_name(), Person._get_collection_name())
+        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
+        """Ensure that all of the indexes are created for a document with
         multiple inheritance.
         """
 
@@ -303,18 +279,12 @@ class InheritanceTest(MongoDBTestCase):
 
         C.ensure_indexes()
 
-        self.assertEqual(
+        assert sorted(
-            sorted(
+            idx["key"] for idx in C._get_collection().index_information().values()
-                [idx["key"] for idx in C._get_collection().index_information().values()]
+        ) == sorted([[("_cls", 1), ("b", 1)], [("_id", 1)], [("_cls", 1), ("a", 1)]])
-            ),
-            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
+        """Ensure that the correct subclasses are returned from a query"""
-        """
 
         class Animal(Document):
             meta = {"allow_inheritance": True}
@@ -340,13 +310,13 @@ class InheritanceTest(MongoDBTestCase):
         Human().save()
 
         classes = [obj.__class__ for obj in Animal.objects]
-        self.assertEqual(classes, [Animal, Fish, Mammal, Dog, Human])
+        assert classes == [Animal, Fish, Mammal, Dog, Human]
 
         classes = [obj.__class__ for obj in Mammal.objects]
-        self.assertEqual(classes, [Mammal, Dog, Human])
+        assert classes == [Mammal, Dog, Human]
 
         classes = [obj.__class__ for obj in Human.objects]
-        self.assertEqual(classes, [Human])
+        assert classes == [Human]
 
     def test_allow_inheritance(self):
         """Ensure that inheritance is disabled by default on simple
@@ -357,37 +327,34 @@ class InheritanceTest(MongoDBTestCase):
             name = StringField()
 
         # can't inherit because Animal didn't explicitly allow inheritance
-        with self.assertRaises(ValueError) as cm:
+        with pytest.raises(ValueError, match="Document Animal may not be subclassed"):
 
             class Dog(Animal):
                 pass
 
-        self.assertIn("Document Animal may not be subclassed", str(cm.exception))
-
         # Check that _cls etc aren't present on simple documents
         dog = Animal(name="dog").save()
-        self.assertEqual(dog.to_mongo().keys(), ["_id", "name"])
+        assert dog.to_mongo().keys() == ["_id", "name"]
 
         collection = self.db[Animal._get_collection_name()]
         obj = collection.find_one()
-        self.assertNotIn("_cls", obj)
+        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.
+        """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) as cm:
+        with pytest.raises(ValueError) as exc_info:
 
             class Mammal(Animal):
                 meta = {"allow_inheritance": False}
 
-        self.assertEqual(
+        assert (
-            str(cm.exception),
+            str(exc_info.value)
-            'Only direct subclasses of Document may set "allow_inheritance" to False',
+            == 'Only direct subclasses of Document may set "allow_inheritance" to False'
         )
 
     def test_allow_inheritance_abstract_document(self):
@@ -401,14 +368,14 @@ class InheritanceTest(MongoDBTestCase):
         class Animal(FinalDocument):
             name = StringField()
 
-        with self.assertRaises(ValueError) as cm:
+        with pytest.raises(ValueError):
 
             class Mammal(Animal):
                 pass
 
         # Check that _cls isn't present in simple documents
         doc = Animal(name="dog")
-        self.assertNotIn("_cls", doc.to_mongo())
+        assert "_cls" not in doc.to_mongo()
 
     def test_using_abstract_class_in_reference_field(self):
         # Ensures no regression of #1920
@@ -454,10 +421,10 @@ class InheritanceTest(MongoDBTestCase):
             name = StringField()
 
         berlin = EuropeanCity(name="Berlin", continent="Europe")
-        self.assertEqual(len(berlin._db_field_map), len(berlin._fields_ordered))
+        assert len(berlin._db_field_map) == len(berlin._fields_ordered)
-        self.assertEqual(len(berlin._reverse_db_field_map), len(berlin._fields_ordered))
+        assert len(berlin._reverse_db_field_map) == len(berlin._fields_ordered)
-        self.assertEqual(len(berlin._fields_ordered), 3)
+        assert len(berlin._fields_ordered) == 3
-        self.assertEqual(berlin._fields_ordered[0], "id")
+        assert berlin._fields_ordered[0] == "id"
 
     def test_auto_id_not_set_if_specific_in_parent_class(self):
         class City(Document):
@@ -469,10 +436,10 @@ class InheritanceTest(MongoDBTestCase):
             name = StringField()
 
         berlin = EuropeanCity(name="Berlin", continent="Europe")
-        self.assertEqual(len(berlin._db_field_map), len(berlin._fields_ordered))
+        assert len(berlin._db_field_map) == len(berlin._fields_ordered)
-        self.assertEqual(len(berlin._reverse_db_field_map), len(berlin._fields_ordered))
+        assert len(berlin._reverse_db_field_map) == len(berlin._fields_ordered)
-        self.assertEqual(len(berlin._fields_ordered), 3)
+        assert len(berlin._fields_ordered) == 3
-        self.assertEqual(berlin._fields_ordered[0], "city_id")
+        assert berlin._fields_ordered[0] == "city_id"
 
     def test_auto_id_vs_non_pk_id_field(self):
         class City(Document):
@@ -484,12 +451,12 @@ class InheritanceTest(MongoDBTestCase):
             name = StringField()
 
         berlin = EuropeanCity(name="Berlin", continent="Europe")
-        self.assertEqual(len(berlin._db_field_map), len(berlin._fields_ordered))
+        assert len(berlin._db_field_map) == len(berlin._fields_ordered)
-        self.assertEqual(len(berlin._reverse_db_field_map), len(berlin._fields_ordered))
+        assert len(berlin._reverse_db_field_map) == len(berlin._fields_ordered)
-        self.assertEqual(len(berlin._fields_ordered), 4)
+        assert len(berlin._fields_ordered) == 4
-        self.assertEqual(berlin._fields_ordered[0], "auto_id_0")
+        assert berlin._fields_ordered[0] == "auto_id_0"
         berlin.save()
-        self.assertEqual(berlin.pk, berlin.auto_id_0)
+        assert berlin.pk == berlin.auto_id_0
 
     def test_abstract_document_creation_does_not_fail(self):
         class City(Document):
@@ -497,10 +464,10 @@ class InheritanceTest(MongoDBTestCase):
             meta = {"abstract": True, "allow_inheritance": False}
 
         city = City(continent="asia")
-        self.assertEqual(None, city.pk)
+        assert city.pk is None
         # TODO: expected error? Shouldn't we create a new error type?
-        with self.assertRaises(KeyError):
+        with pytest.raises(KeyError):
-            setattr(city, "pk", 1)
+            city.pk = 1
 
     def test_allow_inheritance_embedded_document(self):
         """Ensure embedded documents respect inheritance."""
@@ -508,24 +475,23 @@ class InheritanceTest(MongoDBTestCase):
         class Comment(EmbeddedDocument):
             content = StringField()
 
-        with self.assertRaises(ValueError):
+        with pytest.raises(ValueError):
 
             class SpecialComment(Comment):
                 pass
 
         doc = Comment(content="test")
-        self.assertNotIn("_cls", doc.to_mongo())
+        assert "_cls" not in doc.to_mongo()
 
         class Comment(EmbeddedDocument):
             content = StringField()
             meta = {"allow_inheritance": True}
 
         doc = Comment(content="test")
-        self.assertIn("_cls", doc.to_mongo())
+        assert "_cls" in doc.to_mongo()
 
     def test_document_inheritance(self):
-        """Ensure mutliple inheritance of abstract documents
+        """Ensure mutliple inheritance of abstract documents"""
-        """
 
         class DateCreatedDocument(Document):
             meta = {"allow_inheritance": True, "abstract": True}
@@ -533,13 +499,8 @@ class InheritanceTest(MongoDBTestCase):
         class DateUpdatedDocument(Document):
             meta = {"allow_inheritance": True, "abstract": True}
 
-        try:
+        class MyDocument(DateCreatedDocument, DateUpdatedDocument):
-
+            pass
-            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
@@ -547,7 +508,6 @@ class InheritanceTest(MongoDBTestCase):
 
         defaults = {
             "index_background": True,
-            "index_drop_dups": True,
             "index_opts": {"hello": "world"},
             "allow_inheritance": True,
             "queryset_class": "QuerySet",
@@ -574,22 +534,22 @@ class InheritanceTest(MongoDBTestCase):
         class Human(Mammal):
             pass
 
-        for k, v in iteritems(defaults):
+        for k, v in defaults.items():
             for cls in [Animal, Fish, Guppy]:
-                self.assertEqual(cls._meta[k], v)
+                assert cls._meta[k] == v
 
-        self.assertNotIn("collection", Animal._meta)
+        assert "collection" not in Animal._meta
-        self.assertNotIn("collection", Mammal._meta)
+        assert "collection" not in Mammal._meta
 
-        self.assertEqual(Animal._get_collection_name(), None)
+        assert Animal._get_collection_name() is None
-        self.assertEqual(Mammal._get_collection_name(), None)
+        assert Mammal._get_collection_name() is None
 
-        self.assertEqual(Fish._get_collection_name(), "fish")
+        assert Fish._get_collection_name() == "fish"
-        self.assertEqual(Guppy._get_collection_name(), "fish")
+        assert Guppy._get_collection_name() == "fish"
-        self.assertEqual(Human._get_collection_name(), "human")
+        assert Human._get_collection_name() == "human"
 
         # ensure that a subclass of a non-abstract class can't be abstract
-        with self.assertRaises(ValueError):
+        with pytest.raises(ValueError):
 
             class EvilHuman(Human):
                 evil = BooleanField(default=True)
@@ -603,7 +563,7 @@ class InheritanceTest(MongoDBTestCase):
         class B(A):
             pass
 
-        self.assertFalse(B._meta["abstract"])
+        assert not B._meta["abstract"]
 
     def test_inherited_collections(self):
         """Ensure that subclassed documents don't override parents'
@@ -649,8 +609,8 @@ class InheritanceTest(MongoDBTestCase):
         real_person = Drinker(drink=beer)
         real_person.save()
 
-        self.assertEqual(Drinker.objects[0].drink.name, red_bull.name)
+        assert Drinker.objects[0].drink.name == red_bull.name
-        self.assertEqual(Drinker.objects[1].drink.name, beer.name)
+        assert Drinker.objects[1].drink.name == beer.name
 
 
 if __name__ == "__main__":

tests/document/test_json_serialisation.py

@@ -1,21 +1,14 @@
 import unittest
 import uuid
-
-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(unittest.TestCase):
+class TestJson(MongoDBTestCase):
-    def setUp(self):
-        connect(db="mongoenginetest")
-
     def test_json_names(self):
         """
         Going to test reported issue:
@@ -39,7 +32,7 @@ class TestJson(unittest.TestCase):
 
         expected_json = """{"embedded":{"string":"Inner Hello"},"string":"Hello"}"""
 
-        self.assertEqual(doc_json, expected_json)
+        assert doc_json == expected_json
 
     def test_json_simple(self):
         class Embedded(EmbeddedDocument):
@@ -59,9 +52,9 @@ class TestJson(unittest.TestCase):
 
         doc_json = doc.to_json(sort_keys=True, separators=(",", ":"))
         expected_json = """{"embedded_field":{"string":"Hi"},"string":"Hi"}"""
-        self.assertEqual(doc_json, expected_json)
+        assert doc_json == expected_json
 
-        self.assertEqual(doc, Doc.from_json(doc.to_json()))
+        assert doc == Doc.from_json(doc.to_json())
 
     def test_json_complex(self):
         class EmbeddedDoc(EmbeddedDocument):
@@ -106,7 +99,7 @@ class TestJson(unittest.TestCase):
                 return json.loads(self.to_json()) == json.loads(other.to_json())
 
         doc = Doc()
-        self.assertEqual(doc, Doc.from_json(doc.to_json()))
+        assert doc == Doc.from_json(doc.to_json())
 
 
 if __name__ == "__main__":

tests/document/test_validation.py

@@ -1,26 +1,22 @@
-# -*- coding: utf-8 -*-
 import unittest
 from datetime import datetime
 
+import pytest
+
 from mongoengine import *
-
+from tests.utils import MongoDBTestCase
-__all__ = ("ValidatorErrorTest",)
 
 
-class ValidatorErrorTest(unittest.TestCase):
+class TestValidatorError(MongoDBTestCase):
-    def setUp(self):
-        connect(db="mongoenginetest")
-
     def test_to_dict(self):
-        """Ensure a ValidationError handles error to_dict correctly.
+        """Ensure a ValidationError handles error to_dict correctly."""
-        """
         error = ValidationError("root")
-        self.assertEqual(error.to_dict(), {})
+        assert error.to_dict() == {}
 
         # 1st level error schema
         error.errors = {"1st": ValidationError("bad 1st")}
-        self.assertIn("1st", error.to_dict())
+        assert "1st" in error.to_dict()
-        self.assertEqual(error.to_dict()["1st"], "bad 1st")
+        assert error.to_dict()["1st"] == "bad 1st"
 
         # 2nd level error schema
         error.errors = {
@@ -28,10 +24,10 @@ class ValidatorErrorTest(unittest.TestCase):
                 "bad 1st", errors={"2nd": ValidationError("bad 2nd")}
             )
         }
-        self.assertIn("1st", error.to_dict())
+        assert "1st" in error.to_dict()
-        self.assertIsInstance(error.to_dict()["1st"], dict)
+        assert isinstance(error.to_dict()["1st"], dict)
-        self.assertIn("2nd", error.to_dict()["1st"])
+        assert "2nd" in error.to_dict()["1st"]
-        self.assertEqual(error.to_dict()["1st"]["2nd"], "bad 2nd")
+        assert error.to_dict()["1st"]["2nd"] == "bad 2nd"
 
         # moar levels
         error.errors = {
@@ -49,13 +45,13 @@ class ValidatorErrorTest(unittest.TestCase):
                 },
             )
         }
-        self.assertIn("1st", error.to_dict())
+        assert "1st" in error.to_dict()
-        self.assertIn("2nd", error.to_dict()["1st"])
+        assert "2nd" in error.to_dict()["1st"]
-        self.assertIn("3rd", error.to_dict()["1st"]["2nd"])
+        assert "3rd" in error.to_dict()["1st"]["2nd"]
-        self.assertIn("4th", error.to_dict()["1st"]["2nd"]["3rd"])
+        assert "4th" in error.to_dict()["1st"]["2nd"]["3rd"]
-        self.assertEqual(error.to_dict()["1st"]["2nd"]["3rd"]["4th"], "Inception")
+        assert error.to_dict()["1st"]["2nd"]["3rd"]["4th"] == "Inception"
 
-        self.assertEqual(error.message, "root(2nd.3rd.4th.Inception: ['1st'])")
+        assert error.message == "root(2nd.3rd.4th.Inception: ['1st'])"
 
     def test_model_validation(self):
         class User(Document):
@@ -65,19 +61,19 @@ class ValidatorErrorTest(unittest.TestCase):
         try:
             User().validate()
         except ValidationError as e:
-            self.assertIn("User:None", e.message)
+            assert "User:None" in e.message
-            self.assertEqual(
+            assert e.to_dict() == {
-                e.to_dict(),
+                "username": "Field is required",
-                {"username": "Field is required", "name": "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.assertIn("User:RossC0", e.message)
+            assert "User:RossC0" in e.message
-            self.assertEqual(e.to_dict(), {"name": "Field is required"})
+            assert e.to_dict() == {"name": "Field is required"}
 
     def test_fields_rewrite(self):
         class BasePerson(Document):
@@ -89,28 +85,30 @@ class ValidatorErrorTest(unittest.TestCase):
             name = StringField(required=True)
 
         p = Person(age=15)
-        self.assertRaises(ValidationError, p.validate)
+        with pytest.raises(ValidationError):
+            p.validate()
 
     def test_embedded_document_validation(self):
-        """Ensure that embedded documents may be validated.
+        """Ensure that embedded documents may be validated."""
-        """
 
         class Comment(EmbeddedDocument):
             date = DateTimeField()
             content = StringField(required=True)
 
         comment = Comment()
-        self.assertRaises(ValidationError, comment.validate)
+        with pytest.raises(ValidationError):
+            comment.validate()
 
         comment.content = "test"
         comment.validate()
 
         comment.date = 4
-        self.assertRaises(ValidationError, comment.validate)
+        with pytest.raises(ValidationError):
+            comment.validate()
 
         comment.date = datetime.now()
         comment.validate()
-        self.assertEqual(comment._instance, None)
+        assert comment._instance is None
 
     def test_embedded_db_field_validate(self):
         class SubDoc(EmbeddedDocument):
@@ -123,10 +121,8 @@ class ValidatorErrorTest(unittest.TestCase):
         try:
             Doc(id="bad").validate()
         except ValidationError as e:
-            self.assertIn("SubDoc:None", e.message)
+            assert "SubDoc:None" in e.message
-            self.assertEqual(
+            assert e.to_dict() == {"e": {"val": "OK could not be converted to int"}}
-                e.to_dict(), {"e": {"val": "OK could not be converted to int"}}
-            )
 
         Doc.drop_collection()
 
@@ -134,18 +130,16 @@ class ValidatorErrorTest(unittest.TestCase):
 
         doc = Doc.objects.first()
         keys = doc._data.keys()
-        self.assertEqual(2, len(keys))
+        assert 2 == len(keys)
-        self.assertIn("e", keys)
+        assert "e" in keys
-        self.assertIn("id", keys)
+        assert "id" in keys
 
         doc.e.val = "OK"
         try:
             doc.save()
         except ValidationError as e:
-            self.assertIn("Doc:test", e.message)
+            assert "Doc:test" in e.message
-            self.assertEqual(
+            assert e.to_dict() == {"e": {"val": "OK could not be converted to int"}}
-                e.to_dict(), {"e": {"val": "OK could not be converted to int"}}
-            )
 
     def test_embedded_weakref(self):
         class SubDoc(EmbeddedDocument):
@@ -161,14 +155,16 @@ class ValidatorErrorTest(unittest.TestCase):
 
         s = SubDoc()
 
-        self.assertRaises(ValidationError, s.validate)
+        with pytest.raises(ValidationError):
+            s.validate()
 
         d1.e = s
         d2.e = s
 
         del d1
 
-        self.assertRaises(ValidationError, d2.validate)
+        with pytest.raises(ValidationError):
+            d2.validate()
 
     def test_parent_reference_in_child_document(self):
         """
@@ -214,10 +210,7 @@ class ValidatorErrorTest(unittest.TestCase):
         child.reference = parent
 
         # Saving the child should not raise a ValidationError
-        try:
+        child.save()
-            child.save()
-        except ValidationError as e:
-            self.fail("ValidationError raised: %s" % e.message)
 
 
 if __name__ == "__main__":

tests/fields/__init__.py

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

tests/fields/test_binary_field.py

@@ -1,29 +1,25 @@
-# -*- coding: utf-8 -*-
 import uuid
 
-from nose.plugins.skip import SkipTest
+import pytest
-import six
-
 from bson import Binary
 
 from mongoengine import *
 from tests.utils import MongoDBTestCase
 
-BIN_VALUE = six.b(
+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(
-    "\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"
+    "latin-1"
 )
 
 
 class TestBinaryField(MongoDBTestCase):
     def test_binary_fields(self):
-        """Ensure that binary fields can be stored and retrieved.
+        """Ensure that binary fields can be stored and retrieved."""
-        """
 
         class Attachment(Document):
             content_type = StringField()
             blob = BinaryField()
 
-        BLOB = six.b("\xe6\x00\xc4\xff\x07")
+        BLOB = b"\xe6\x00\xc4\xff\x07"
         MIME_TYPE = "application/octet-stream"
 
         Attachment.drop_collection()
@@ -32,12 +28,11 @@ class TestBinaryField(MongoDBTestCase):
         attachment.save()
 
         attachment_1 = Attachment.objects().first()
-        self.assertEqual(MIME_TYPE, attachment_1.content_type)
+        assert MIME_TYPE == attachment_1.content_type
-        self.assertEqual(BLOB, six.binary_type(attachment_1.blob))
+        assert BLOB == bytes(attachment_1.blob)
 
     def test_validation_succeeds(self):
-        """Ensure that valid values can be assigned to binary fields.
+        """Ensure that valid values can be assigned to binary fields."""
-        """
 
         class AttachmentRequired(Document):
             blob = BinaryField(required=True)
@@ -46,13 +41,15 @@ class TestBinaryField(MongoDBTestCase):
             blob = BinaryField(max_bytes=4)
 
         attachment_required = AttachmentRequired()
-        self.assertRaises(ValidationError, attachment_required.validate)
+        with pytest.raises(ValidationError):
-        attachment_required.blob = Binary(six.b("\xe6\x00\xc4\xff\x07"))
+            attachment_required.validate()
+        attachment_required.blob = Binary(b"\xe6\x00\xc4\xff\x07")
         attachment_required.validate()
 
-        _5_BYTES = six.b("\xe6\x00\xc4\xff\x07")
+        _5_BYTES = b"\xe6\x00\xc4\xff\x07"
-        _4_BYTES = six.b("\xe6\x00\xc4\xff")
+        _4_BYTES = b"\xe6\x00\xc4\xff"
-        self.assertRaises(ValidationError, AttachmentSizeLimit(blob=_5_BYTES).validate)
+        with pytest.raises(ValidationError):
+            AttachmentSizeLimit(blob=_5_BYTES).validate()
         AttachmentSizeLimit(blob=_4_BYTES).validate()
 
     def test_validation_fails(self):
@@ -61,8 +58,9 @@ class TestBinaryField(MongoDBTestCase):
         class Attachment(Document):
             blob = BinaryField()
 
-        for invalid_data in (2, u"Im_a_unicode", ["some_str"]):
+        for invalid_data in (2, "Im_a_unicode", ["some_str"]):
-            self.assertRaises(ValidationError, Attachment(blob=invalid_data).validate)
+            with pytest.raises(ValidationError):
+                Attachment(blob=invalid_data).validate()
 
     def test__primary(self):
         class Attachment(Document):
@@ -71,23 +69,21 @@ class TestBinaryField(MongoDBTestCase):
         Attachment.drop_collection()
         binary_id = uuid.uuid4().bytes
         att = Attachment(id=binary_id).save()
-        self.assertEqual(1, Attachment.objects.count())
+        assert 1 == Attachment.objects.count()
-        self.assertEqual(1, Attachment.objects.filter(id=att.id).count())
+        assert 1 == Attachment.objects.filter(id=att.id).count()
         att.delete()
-        self.assertEqual(0, Attachment.objects.count())
+        assert 0 == Attachment.objects.count()
 
     def test_primary_filter_by_binary_pk_as_str(self):
-        raise SkipTest("Querying by id as string is not currently supported")
-
         class Attachment(Document):
             id = BinaryField(primary_key=True)
 
         Attachment.drop_collection()
         binary_id = uuid.uuid4().bytes
         att = Attachment(id=binary_id).save()
-        self.assertEqual(1, Attachment.objects.filter(id=binary_id).count())
+        assert 1 == Attachment.objects.filter(id=binary_id).count()
         att.delete()
-        self.assertEqual(0, Attachment.objects.count())
+        assert 0 == Attachment.objects.count()
 
     def test_match_querying_with_bytes(self):
         class MyDocument(Document):
@@ -97,7 +93,7 @@ class TestBinaryField(MongoDBTestCase):
 
         doc = MyDocument(bin_field=BIN_VALUE).save()
         matched_doc = MyDocument.objects(bin_field=BIN_VALUE).first()
-        self.assertEqual(matched_doc.id, doc.id)
+        assert matched_doc.id == doc.id
 
     def test_match_querying_with_binary(self):
         class MyDocument(Document):
@@ -108,7 +104,7 @@ class TestBinaryField(MongoDBTestCase):
         doc = MyDocument(bin_field=BIN_VALUE).save()
 
         matched_doc = MyDocument.objects(bin_field=Binary(BIN_VALUE)).first()
-        self.assertEqual(matched_doc.id, doc.id)
+        assert matched_doc.id == doc.id
 
     def test_modify_operation__set(self):
         """Ensures no regression of bug #1127"""
@@ -122,11 +118,8 @@ class TestBinaryField(MongoDBTestCase):
         doc = MyDocument.objects(some_field="test").modify(
             upsert=True, new=True, set__bin_field=BIN_VALUE
         )
-        self.assertEqual(doc.some_field, "test")
+        assert doc.some_field == "test"
-        if six.PY3:
+        assert doc.bin_field == BIN_VALUE
-            self.assertEqual(doc.bin_field, BIN_VALUE)
-        else:
-            self.assertEqual(doc.bin_field, Binary(BIN_VALUE))
 
     def test_update_one(self):
         """Ensures no regression of bug #1127"""
@@ -136,15 +129,12 @@ class TestBinaryField(MongoDBTestCase):
 
         MyDocument.drop_collection()
 
-        bin_data = six.b("\xe6\x00\xc4\xff\x07")
+        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
         )
-        self.assertEqual(n_updated, 1)
+        assert n_updated == 1
         fetched = MyDocument.objects.with_id(doc.id)
-        if six.PY3:
+        assert fetched.bin_field == BIN_VALUE
-            self.assertEqual(fetched.bin_field, BIN_VALUE)
-        else:
-            self.assertEqual(fetched.bin_field, Binary(BIN_VALUE))

tests/fields/test_boolean_field.py

@@ -1,6 +1,6 @@
-# -*- coding: utf-8 -*-
+import pytest
-from mongoengine import *
 
+from mongoengine import *
 from tests.utils import MongoDBTestCase, get_as_pymongo
 
 
@@ -11,7 +11,18 @@ class TestBooleanField(MongoDBTestCase):
 
         person = Person(admin=True)
         person.save()
-        self.assertEqual(get_as_pymongo(person), {"_id": person.id, "admin": True})
+        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
@@ -26,11 +37,14 @@ class TestBooleanField(MongoDBTestCase):
         person.validate()
 
         person.admin = 2
-        self.assertRaises(ValidationError, person.validate)
+        with pytest.raises(ValidationError):
+            person.validate()
         person.admin = "Yes"
-        self.assertRaises(ValidationError, person.validate)
+        with pytest.raises(ValidationError):
+            person.validate()
         person.admin = "False"
-        self.assertRaises(ValidationError, person.validate)
+        with pytest.raises(ValidationError):
+            person.validate()
 
     def test_weirdness_constructor(self):
         """When attribute is set in contructor, it gets cast into a bool
@@ -42,7 +56,7 @@ class TestBooleanField(MongoDBTestCase):
             admin = BooleanField()
 
         new_person = Person(admin="False")
-        self.assertTrue(new_person.admin)
+        assert new_person.admin
 
         new_person = Person(admin="0")
-        self.assertTrue(new_person.admin)
+        assert new_person.admin

tests/fields/test_cached_reference_field.py

@@ -1,12 +1,29 @@
-# -*- coding: utf-8 -*-
 from decimal import Decimal
 
-from mongoengine import *
+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,
@@ -46,29 +63,29 @@ class TestCachedReferenceField(MongoDBTestCase):
         a = Animal(name="Leopard", tag="heavy")
         a.save()
 
-        self.assertEqual(Animal._cached_reference_fields, [Ocorrence.animal])
+        assert Animal._cached_reference_fields == [Ocorrence.animal]
         o = Ocorrence(person="teste", animal=a)
         o.save()
 
         p = Ocorrence(person="Wilson")
         p.save()
 
-        self.assertEqual(Ocorrence.objects(animal=None).count(), 1)
+        assert Ocorrence.objects(animal=None).count() == 1
 
-        self.assertEqual(a.to_mongo(fields=["tag"]), {"tag": "heavy", "_id": a.pk})
+        assert a.to_mongo(fields=["tag"]) == {"tag": "heavy", "_id": a.pk}
 
-        self.assertEqual(o.to_mongo()["animal"]["tag"], "heavy")
+        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()
-        self.assertEqual(count, 1)
+        assert count == 1
 
         ocorrence = Ocorrence.objects(animal__tag="heavy").first()
-        self.assertEqual(ocorrence.person, "teste")
+        assert ocorrence.person == "teste"
-        self.assertIsInstance(ocorrence.animal, Animal)
+        assert isinstance(ocorrence.animal, Animal)
 
     def test_with_decimal(self):
         class PersonAuto(Document):
@@ -88,10 +105,11 @@ class TestCachedReferenceField(MongoDBTestCase):
         s = SocialTest(group="dev", person=p)
         s.save()
 
-        self.assertEqual(
+        assert SocialTest.objects._collection.find_one({"person.salary": 7000.00}) == {
-            SocialTest.objects._collection.find_one({"person.salary": 7000.00}),
+            "_id": s.pk,
-            {"_id": s.pk, "group": s.group, "person": {"_id": p.pk, "salary": 7000.00}},
+            "group": s.group,
-        )
+            "person": {"_id": p.pk, "salary": 7000.00},
+        }
 
     def test_cached_reference_field_reference(self):
         class Group(Document):
@@ -131,18 +149,15 @@ class TestCachedReferenceField(MongoDBTestCase):
         s2 = SocialData(obs="testing 321", person=p3, tags=["tag3", "tag4"])
         s2.save()
 
-        self.assertEqual(
+        assert SocialData.objects._collection.find_one({"tags": "tag2"}) == {
-            SocialData.objects._collection.find_one({"tags": "tag2"}),
+            "_id": s1.pk,
-            {
+            "obs": "testing 123",
-                "_id": s1.pk,
+            "tags": ["tag1", "tag2"],
-                "obs": "testing 123",
+            "person": {"_id": p1.pk, "group": g1.pk},
-                "tags": ["tag1", "tag2"],
+        }
-                "person": {"_id": p1.pk, "group": g1.pk},
-            },
-        )
 
-        self.assertEqual(SocialData.objects(person__group=g2).count(), 1)
+        assert SocialData.objects(person__group=g2).count() == 1
-        self.assertEqual(SocialData.objects(person__group=g2).first(), s2)
+        assert SocialData.objects(person__group=g2).first() == s2
 
     def test_cached_reference_field_push_with_fields(self):
         class Product(Document):
@@ -157,26 +172,20 @@ class TestCachedReferenceField(MongoDBTestCase):
         product1 = Product(name="abc").save()
         product2 = Product(name="def").save()
         basket = Basket(products=[product1]).save()
-        self.assertEqual(
+        assert Basket.objects._collection.find_one() == {
-            Basket.objects._collection.find_one(),
+            "_id": basket.pk,
-            {
+            "products": [{"_id": product1.pk, "name": product1.name}],
-                "_id": basket.pk,
+        }
-                "products": [{"_id": product1.pk, "name": product1.name}],
-            },
-        )
         # push to list
         basket.update(push__products=product2)
         basket.reload()
-        self.assertEqual(
+        assert Basket.objects._collection.find_one() == {
-            Basket.objects._collection.find_one(),
+            "_id": basket.pk,
-            {
+            "products": [
-                "_id": basket.pk,
+                {"_id": product1.pk, "name": product1.name},
-                "products": [
+                {"_id": product2.pk, "name": product2.name},
-                    {"_id": product1.pk, "name": product1.name},
+            ],
-                    {"_id": product2.pk, "name": product2.name},
+        }
-                ],
-            },
-        )
 
     def test_cached_reference_field_update_all(self):
         class Person(Document):
@@ -194,37 +203,31 @@ class TestCachedReferenceField(MongoDBTestCase):
         a2.save()
 
         a2 = Person.objects.with_id(a2.id)
-        self.assertEqual(a2.father.tp, a1.tp)
+        assert a2.father.tp == a1.tp
 
-        self.assertEqual(
+        assert dict(a2.to_mongo()) == {
-            dict(a2.to_mongo()),
+            "_id": a2.pk,
-            {
+            "name": "Wilson Junior",
-                "_id": a2.pk,
+            "tp": "pf",
-                "name": u"Wilson Junior",
+            "father": {"_id": a1.pk, "tp": "pj"},
-                "tp": u"pf",
+        }
-                "father": {"_id": a1.pk, "tp": u"pj"},
-            },
-        )
 
-        self.assertEqual(Person.objects(father=a1)._query, {"father._id": a1.pk})
+        assert Person.objects(father=a1)._query == {"father._id": a1.pk}
-        self.assertEqual(Person.objects(father=a1).count(), 1)
+        assert Person.objects(father=a1).count() == 1
 
         Person.objects.update(set__tp="pf")
         Person.father.sync_all()
 
         a2.reload()
-        self.assertEqual(
+        assert dict(a2.to_mongo()) == {
-            dict(a2.to_mongo()),
+            "_id": a2.pk,
-            {
+            "name": "Wilson Junior",
-                "_id": a2.pk,
+            "tp": "pf",
-                "name": u"Wilson Junior",
+            "father": {"_id": a1.pk, "tp": "pf"},
-                "tp": u"pf",
+        }
-                "father": {"_id": a1.pk, "tp": u"pf"},
-            },
-        )
 
     def test_cached_reference_fields_on_embedded_documents(self):
-        with self.assertRaises(InvalidDocumentError):
+        with pytest.raises(InvalidDocumentError):
 
             class Test(Document):
                 name = StringField()
@@ -255,15 +258,12 @@ class TestCachedReferenceField(MongoDBTestCase):
         a1.save()
 
         a2.reload()
-        self.assertEqual(
+        assert dict(a2.to_mongo()) == {
-            dict(a2.to_mongo()),
+            "_id": a2.pk,
-            {
+            "name": "Wilson Junior",
-                "_id": a2.pk,
+            "tp": "pf",
-                "name": "Wilson Junior",
+            "father": {"_id": a1.pk, "tp": "pf"},
-                "tp": "pf",
+        }
-                "father": {"_id": a1.pk, "tp": "pf"},
-            },
-        )
 
     def test_cached_reference_auto_sync_disabled(self):
         class Persone(Document):
@@ -284,15 +284,12 @@ class TestCachedReferenceField(MongoDBTestCase):
         a1.tp = "pf"
         a1.save()
 
-        self.assertEqual(
+        assert Persone.objects._collection.find_one({"_id": a2.pk}) == {
-            Persone.objects._collection.find_one({"_id": a2.pk}),
+            "_id": a2.pk,
-            {
+            "name": "Wilson Junior",
-                "_id": a2.pk,
+            "tp": "pf",
-                "name": "Wilson Junior",
+            "father": {"_id": a1.pk, "tp": "pj"},
-                "tp": "pf",
+        }
-                "father": {"_id": a1.pk, "tp": "pj"},
-            },
-        )
 
     def test_cached_reference_embedded_fields(self):
         class Owner(EmbeddedDocument):
@@ -320,28 +317,29 @@ class TestCachedReferenceField(MongoDBTestCase):
 
         o = Ocorrence(person="teste", animal=a)
         o.save()
-        self.assertEqual(
+        assert dict(a.to_mongo(fields=["tag", "owner.tp"])) == {
-            dict(a.to_mongo(fields=["tag", "owner.tp"])),
+            "_id": a.pk,
-            {"_id": a.pk, "tag": "heavy", "owner": {"t": "u"}},
+            "tag": "heavy",
-        )
+            "owner": {"t": "u"},
-        self.assertEqual(o.to_mongo()["animal"]["tag"], "heavy")
+        }
-        self.assertEqual(o.to_mongo()["animal"]["owner"]["t"], "u")
+        assert o.to_mongo()["animal"]["tag"] == "heavy"
+        assert o.to_mongo()["animal"]["owner"]["t"] == "u"
 
         # Check to_mongo with fields
-        self.assertNotIn("animal", o.to_mongo(fields=["person"]))
+        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()
-        self.assertEqual(count, 1)
+        assert count == 1
 
         ocorrence = Ocorrence.objects(
             animal__tag="heavy", animal__owner__tp="u"
         ).first()
-        self.assertEqual(ocorrence.person, "teste")
+        assert ocorrence.person == "teste"
-        self.assertIsInstance(ocorrence.animal, Animal)
+        assert isinstance(ocorrence.animal, Animal)
 
     def test_cached_reference_embedded_list_fields(self):
         class Owner(EmbeddedDocument):
@@ -370,13 +368,14 @@ class TestCachedReferenceField(MongoDBTestCase):
 
         o = Ocorrence(person="teste 2", animal=a)
         o.save()
-        self.assertEqual(
+        assert dict(a.to_mongo(fields=["tag", "owner.tags"])) == {
-            dict(a.to_mongo(fields=["tag", "owner.tags"])),
+            "_id": a.pk,
-            {"_id": a.pk, "tag": "heavy", "owner": {"tags": ["cool", "funny"]}},
+            "tag": "heavy",
-        )
+            "owner": {"tags": ["cool", "funny"]},
+        }
 
-        self.assertEqual(o.to_mongo()["animal"]["tag"], "heavy")
+        assert o.to_mongo()["animal"]["tag"] == "heavy"
-        self.assertEqual(o.to_mongo()["animal"]["owner"]["tags"], ["cool", "funny"])
+        assert o.to_mongo()["animal"]["owner"]["tags"] == ["cool", "funny"]
 
         # counts
         Ocorrence(person="teste 2").save()
@@ -385,10 +384,10 @@ class TestCachedReferenceField(MongoDBTestCase):
         query = Ocorrence.objects(
             animal__tag="heavy", animal__owner__tags="cool"
         )._query
-        self.assertEqual(query, {"animal.owner.tags": "cool", "animal.tag": "heavy"})
+        assert query == {"animal.owner.tags": "cool", "animal.tag": "heavy"}
 
         ocorrence = Ocorrence.objects(
             animal__tag="heavy", animal__owner__tags="cool"
         ).first()
-        self.assertEqual(ocorrence.person, "teste 2")
+        assert ocorrence.person == "teste 2"
-        self.assertIsInstance(ocorrence.animal, Animal)
+        assert isinstance(ocorrence.animal, Animal)

tests/fields/test_complex_datetime_field.py

@@ -1,11 +1,11 @@
-# -*- coding: utf-8 -*-
 import datetime
-import math
 import itertools
+import math
 import re
 
-from mongoengine import *
+import pytest
 
+from mongoengine import *
 from tests.utils import MongoDBTestCase
 
 
@@ -28,7 +28,7 @@ class ComplexDateTimeFieldTest(MongoDBTestCase):
         log.date = d1
         log.save()
         log.reload()
-        self.assertEqual(log.date, d1)
+        assert log.date == d1
 
         # Post UTC - microseconds are rounded (down) nearest millisecond - with
         # default datetimefields
@@ -36,7 +36,7 @@ class ComplexDateTimeFieldTest(MongoDBTestCase):
         log.date = d1
         log.save()
         log.reload()
-        self.assertEqual(log.date, d1)
+        assert log.date == d1
 
         # Pre UTC dates microseconds below 1000 are dropped - with default
         # datetimefields
@@ -44,7 +44,7 @@ class ComplexDateTimeFieldTest(MongoDBTestCase):
         log.date = d1
         log.save()
         log.reload()
-        self.assertEqual(log.date, d1)
+        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
@@ -54,18 +54,18 @@ class ComplexDateTimeFieldTest(MongoDBTestCase):
             log.date = d1
             log.save()
             log.reload()
-            self.assertEqual(log.date, d1)
+            assert log.date == d1
             log1 = LogEntry.objects.get(date=d1)
-            self.assertEqual(log, log1)
+            assert log == log1
 
         # Test string padding
-        microsecond = map(int, [math.pow(10, x) for x in range(6)])
+        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"]
-            self.assertTrue(
+            assert (
-                re.match("^\d{4},\d{2},\d{2},\d{2},\d{2},\d{2},\d{6}$", stored)
+                re.match(r"^\d{4},\d{2},\d{2},\d{2},\d{2},\d{2},\d{6}$", stored)
                 is not None
             )
 
@@ -73,8 +73,8 @@ class ComplexDateTimeFieldTest(MongoDBTestCase):
         stored = LogEntry(date_with_dots=datetime.datetime(2014, 1, 1)).to_mongo()[
             "date_with_dots"
         ]
-        self.assertTrue(
+        assert (
-            re.match("^\d{4}.\d{2}.\d{2}.\d{2}.\d{2}.\d{2}.\d{6}$", stored) is not None
+            re.match(r"^\d{4}.\d{2}.\d{2}.\d{2}.\d{2}.\d{2}.\d{6}$", stored) is not None
         )
 
     def test_complexdatetime_usage(self):
@@ -93,40 +93,40 @@ class ComplexDateTimeFieldTest(MongoDBTestCase):
         log.save()
 
         log1 = LogEntry.objects.get(date=d1)
-        self.assertEqual(log, log1)
+        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()
 
-        self.assertEqual(LogEntry.objects.count(), 60)
+        assert LogEntry.objects.count() == 60
 
         # Test ordering
         logs = LogEntry.objects.order_by("date")
         i = 0
         while i < 59:
-            self.assertTrue(logs[i].date <= logs[i + 1].date)
+            assert logs[i].date <= logs[i + 1].date
             i += 1
 
         logs = LogEntry.objects.order_by("-date")
         i = 0
         while i < 59:
-            self.assertTrue(logs[i].date >= logs[i + 1].date)
+            assert logs[i].date >= logs[i + 1].date
             i += 1
 
         # Test searching
         logs = LogEntry.objects.filter(date__gte=datetime.datetime(1980, 1, 1))
-        self.assertEqual(logs.count(), 30)
+        assert logs.count() == 30
 
         logs = LogEntry.objects.filter(date__lte=datetime.datetime(1980, 1, 1))
-        self.assertEqual(logs.count(), 30)
+        assert logs.count() == 30
 
         logs = LogEntry.objects.filter(
             date__lte=datetime.datetime(2011, 1, 1),
             date__gte=datetime.datetime(2000, 1, 1),
         )
-        self.assertEqual(logs.count(), 10)
+        assert logs.count() == 10
 
         LogEntry.drop_collection()
 
@@ -137,17 +137,17 @@ class ComplexDateTimeFieldTest(MongoDBTestCase):
         logs = list(LogEntry.objects.order_by("date"))
         for next_idx, log in enumerate(logs[:-1], start=1):
             next_log = logs[next_idx]
-            self.assertTrue(log.date < next_log.date)
+            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]
-            self.assertTrue(log.date > next_log.date)
+            assert log.date > next_log.date
 
         logs = LogEntry.objects.filter(
             date__lte=datetime.datetime(2015, 1, 1, 0, 0, 0, 10000)
         )
-        self.assertEqual(logs.count(), 4)
+        assert logs.count() == 4
 
     def test_no_default_value(self):
         class Log(Document):
@@ -156,11 +156,11 @@ class ComplexDateTimeFieldTest(MongoDBTestCase):
         Log.drop_collection()
 
         log = Log()
-        self.assertIsNone(log.timestamp)
+        assert log.timestamp is None
         log.save()
 
         fetched_log = Log.objects.with_id(log.id)
-        self.assertIsNone(fetched_log.timestamp)
+        assert fetched_log.timestamp is None
 
     def test_default_static_value(self):
         NOW = datetime.datetime.utcnow()
@@ -171,11 +171,11 @@ class ComplexDateTimeFieldTest(MongoDBTestCase):
         Log.drop_collection()
 
         log = Log()
-        self.assertEqual(log.timestamp, NOW)
+        assert log.timestamp == NOW
         log.save()
 
         fetched_log = Log.objects.with_id(log.id)
-        self.assertEqual(fetched_log.timestamp, NOW)
+        assert fetched_log.timestamp == NOW
 
     def test_default_callable(self):
         NOW = datetime.datetime.utcnow()
@@ -186,8 +186,23 @@ class ComplexDateTimeFieldTest(MongoDBTestCase):
         Log.drop_collection()
 
         log = Log()
-        self.assertGreaterEqual(log.timestamp, NOW)
+        assert log.timestamp >= NOW
         log.save()
 
         fetched_log = Log.objects.with_id(log.id)
-        self.assertGreaterEqual(fetched_log.timestamp, NOW)
+        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()

tests/fields/test_date_field.py

@@ -1,6 +1,6 @@
-# -*- coding: utf-8 -*-
 import datetime
-import six
+
+import pytest
 
 try:
     import dateutil
@@ -8,7 +8,6 @@ except ImportError:
     dateutil = None
 
 from mongoengine import *
-
 from tests.utils import MongoDBTestCase
 
 
@@ -23,7 +22,8 @@ class TestDateField(MongoDBTestCase):
             dt = DateField()
 
         md = MyDoc(dt="")
-        self.assertRaises(ValidationError, md.save)
+        with pytest.raises(ValidationError):
+            md.save()
 
     def test_date_from_whitespace_string(self):
         """
@@ -35,7 +35,8 @@ class TestDateField(MongoDBTestCase):
             dt = DateField()
 
         md = MyDoc(dt="   ")
-        self.assertRaises(ValidationError, md.save)
+        with pytest.raises(ValidationError):
+            md.save()
 
     def test_default_values_today(self):
         """Ensure that default field values are used when creating
@@ -47,9 +48,9 @@ class TestDateField(MongoDBTestCase):
 
         person = Person()
         person.validate()
-        self.assertEqual(person.day, person.day)
+        assert person.day == person.day
-        self.assertEqual(person.day, datetime.date.today())
+        assert person.day == datetime.date.today()
-        self.assertEqual(person._data["day"], person.day)
+        assert person._data["day"] == person.day
 
     def test_date(self):
         """Tests showing pymongo date fields
@@ -67,7 +68,7 @@ class TestDateField(MongoDBTestCase):
         log.date = datetime.date.today()
         log.save()
         log.reload()
-        self.assertEqual(log.date, datetime.date.today())
+        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)
@@ -75,27 +76,16 @@ class TestDateField(MongoDBTestCase):
         log.date = d1
         log.save()
         log.reload()
-        self.assertEqual(log.date, d1.date())
+        assert log.date == d1.date()
-        self.assertEqual(log.date, d2.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()
-        self.assertEqual(log.date, d1.date())
+        assert log.date == d1.date()
-        self.assertEqual(log.date, d2.date())
+        assert log.date == d2.date()
-
-        if not six.PY3:
-            # Pre UTC dates microseconds below 1000 are dropped
-            # This does not seem to be true in PY3
-            d1 = datetime.datetime(1969, 12, 31, 23, 59, 59, 999)
-            d2 = datetime.datetime(1969, 12, 31, 23, 59, 59)
-            log.date = d1
-            log.save()
-            log.reload()
-            self.assertEqual(log.date, d1.date())
-            self.assertEqual(log.date, d2.date())
 
     def test_regular_usage(self):
         """Tests for regular datetime fields"""
@@ -113,35 +103,35 @@ class TestDateField(MongoDBTestCase):
 
         for query in (d1, d1.isoformat(" ")):
             log1 = LogEntry.objects.get(date=query)
-            self.assertEqual(log, log1)
+            assert log == log1
 
         if dateutil:
             log1 = LogEntry.objects.get(date=d1.isoformat("T"))
-            self.assertEqual(log, log1)
+            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()
 
-        self.assertEqual(LogEntry.objects.count(), 20)
+        assert LogEntry.objects.count() == 20
 
         # Test ordering
         logs = LogEntry.objects.order_by("date")
         i = 0
         while i < 19:
-            self.assertTrue(logs[i].date <= logs[i + 1].date)
+            assert logs[i].date <= logs[i + 1].date
             i += 1
 
         logs = LogEntry.objects.order_by("-date")
         i = 0
         while i < 19:
-            self.assertTrue(logs[i].date >= logs[i + 1].date)
+            assert logs[i].date >= logs[i + 1].date
             i += 1
 
         # Test searching
         logs = LogEntry.objects.filter(date__gte=datetime.datetime(1980, 1, 1))
-        self.assertEqual(logs.count(), 10)
+        assert logs.count() == 10
 
     def test_validation(self):
         """Ensure that invalid values cannot be assigned to datetime
@@ -166,6 +156,8 @@ class TestDateField(MongoDBTestCase):
             log.validate()
 
         log.time = -1
-        self.assertRaises(ValidationError, log.validate)
+        with pytest.raises(ValidationError):
+            log.validate()
         log.time = "ABC"
-        self.assertRaises(ValidationError, log.validate)
+        with pytest.raises(ValidationError):
+            log.validate()

tests/fields/test_datetime_field.py

@@ -1,6 +1,6 @@
-# -*- coding: utf-8 -*-
 import datetime as dt
-import six
+
+import pytest
 
 try:
     import dateutil
@@ -9,7 +9,6 @@ except ImportError:
 
 from mongoengine import *
 from mongoengine import connection
-
 from tests.utils import MongoDBTestCase
 
 
@@ -24,7 +23,8 @@ class TestDateTimeField(MongoDBTestCase):
             dt = DateTimeField()
 
         md = MyDoc(dt="")
-        self.assertRaises(ValidationError, md.save)
+        with pytest.raises(ValidationError):
+            md.save()
 
     def test_datetime_from_whitespace_string(self):
         """
@@ -36,7 +36,8 @@ class TestDateTimeField(MongoDBTestCase):
             dt = DateTimeField()
 
         md = MyDoc(dt="   ")
-        self.assertRaises(ValidationError, md.save)
+        with pytest.raises(ValidationError):
+            md.save()
 
     def test_default_value_utcnow(self):
         """Ensure that default field values are used when creating
@@ -50,11 +51,9 @@ class TestDateTimeField(MongoDBTestCase):
         person = Person()
         person.validate()
         person_created_t0 = person.created
-        self.assertLess(person.created - utcnow, dt.timedelta(seconds=1))
+        assert person.created - utcnow < dt.timedelta(seconds=1)
-        self.assertEqual(
+        assert person_created_t0 == person.created  # make sure it does not change
-            person_created_t0, person.created
+        assert person._data["created"] == person.created
-        )  # make sure it does not change
-        self.assertEqual(person._data["created"], person.created)
 
     def test_handling_microseconds(self):
         """Tests showing pymongo datetime fields handling of microseconds.
@@ -74,7 +73,7 @@ class TestDateTimeField(MongoDBTestCase):
         log.date = dt.date.today()
         log.save()
         log.reload()
-        self.assertEqual(log.date.date(), dt.date.today())
+        assert log.date.date() == dt.date.today()
 
         # Post UTC - microseconds are rounded (down) nearest millisecond and
         # dropped
@@ -84,8 +83,8 @@ class TestDateTimeField(MongoDBTestCase):
         log.date = d1
         log.save()
         log.reload()
-        self.assertNotEqual(log.date, d1)
+        assert log.date != d1
-        self.assertEqual(log.date, d2)
+        assert log.date == d2
 
         # Post UTC - microseconds are rounded (down) nearest millisecond
         d1 = dt.datetime(1970, 1, 1, 0, 0, 1, 9999)
@@ -93,19 +92,8 @@ class TestDateTimeField(MongoDBTestCase):
         log.date = d1
         log.save()
         log.reload()
-        self.assertNotEqual(log.date, d1)
+        assert log.date != d1
-        self.assertEqual(log.date, d2)
+        assert log.date == d2
-
-        if not six.PY3:
-            # Pre UTC dates microseconds below 1000 are dropped
-            # This does not seem to be true in PY3
-            d1 = dt.datetime(1969, 12, 31, 23, 59, 59, 999)
-            d2 = dt.datetime(1969, 12, 31, 23, 59, 59)
-            log.date = d1
-            log.save()
-            log.reload()
-            self.assertNotEqual(log.date, d1)
-            self.assertEqual(log.date, d2)
 
     def test_regular_usage(self):
         """Tests for regular datetime fields"""
@@ -123,43 +111,43 @@ class TestDateTimeField(MongoDBTestCase):
 
         for query in (d1, d1.isoformat(" ")):
             log1 = LogEntry.objects.get(date=query)
-            self.assertEqual(log, log1)
+            assert log == log1
 
         if dateutil:
             log1 = LogEntry.objects.get(date=d1.isoformat("T"))
-            self.assertEqual(log, log1)
+            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()
 
-        self.assertEqual(LogEntry.objects.count(), 20)
+        assert LogEntry.objects.count() == 20
 
         # Test ordering
         logs = LogEntry.objects.order_by("date")
         i = 0
         while i < 19:
-            self.assertTrue(logs[i].date <= logs[i + 1].date)
+            assert logs[i].date <= logs[i + 1].date
             i += 1
 
         logs = LogEntry.objects.order_by("-date")
         i = 0
         while i < 19:
-            self.assertTrue(logs[i].date >= logs[i + 1].date)
+            assert logs[i].date >= logs[i + 1].date
             i += 1
 
         # Test searching
         logs = LogEntry.objects.filter(date__gte=dt.datetime(1980, 1, 1))
-        self.assertEqual(logs.count(), 10)
+        assert logs.count() == 10
 
         logs = LogEntry.objects.filter(date__lte=dt.datetime(1980, 1, 1))
-        self.assertEqual(logs.count(), 10)
+        assert logs.count() == 10
 
         logs = LogEntry.objects.filter(
             date__lte=dt.datetime(1980, 1, 1), date__gte=dt.datetime(1975, 1, 1)
         )
-        self.assertEqual(logs.count(), 5)
+        assert logs.count() == 5
 
     def test_datetime_validation(self):
         """Ensure that invalid values cannot be assigned to datetime
@@ -187,15 +175,20 @@ class TestDateTimeField(MongoDBTestCase):
             log.validate()
 
         log.time = -1
-        self.assertRaises(ValidationError, log.validate)
+        with pytest.raises(ValidationError):
+            log.validate()
         log.time = "ABC"
-        self.assertRaises(ValidationError, log.validate)
+        with pytest.raises(ValidationError):
+            log.validate()
         log.time = "2019-05-16 21:GARBAGE:12"
-        self.assertRaises(ValidationError, log.validate)
+        with pytest.raises(ValidationError):
+            log.validate()
         log.time = "2019-05-16 21:42:57.GARBAGE"
-        self.assertRaises(ValidationError, log.validate)
+        with pytest.raises(ValidationError):
+            log.validate()
         log.time = "2019-05-16 21:42:57.123.456"
-        self.assertRaises(ValidationError, log.validate)
+        with pytest.raises(ValidationError):
+            log.validate()
 
     def test_parse_datetime_as_str(self):
         class DTDoc(Document):
@@ -206,15 +199,16 @@ class TestDateTimeField(MongoDBTestCase):
         # make sure that passing a parsable datetime works
         dtd = DTDoc()
         dtd.date = date_str
-        self.assertIsInstance(dtd.date, six.string_types)
+        assert isinstance(dtd.date, str)
         dtd.save()
         dtd.reload()
 
-        self.assertIsInstance(dtd.date, dt.datetime)
+        assert isinstance(dtd.date, dt.datetime)
-        self.assertEqual(str(dtd.date), date_str)
+        assert str(dtd.date) == date_str
 
         dtd.date = "January 1st, 9999999999"
-        self.assertRaises(ValidationError, dtd.validate)
+        with pytest.raises(ValidationError):
+            dtd.validate()
 
 
 class TestDateTimeTzAware(MongoDBTestCase):
@@ -235,4 +229,4 @@ class TestDateTimeTzAware(MongoDBTestCase):
 
         log = LogEntry.objects.first()
         log.time = dt.datetime(2013, 1, 1, 0, 0, 0)
-        self.assertEqual(["time"], log._changed_fields)
+        assert ["time"] == log._changed_fields

tests/fields/test_decimal_field.py

@@ -1,56 +1,12 @@
-# -*- coding: utf-8 -*-
 from decimal import Decimal
 
-from mongoengine import *
+import pytest
 
+from mongoengine import DecimalField, Document, ValidationError
 from tests.utils import MongoDBTestCase
 
 
 class TestDecimalField(MongoDBTestCase):
-    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()
-        self.assertEqual(person.height, Decimal("1.89"))
-
-        person.height = "2.0"
-        person.save()
-        person.height = 0.01
-        self.assertRaises(ValidationError, person.validate)
-        person.height = Decimal("0.01")
-        self.assertRaises(ValidationError, person.validate)
-        person.height = Decimal("4.0")
-        self.assertRaises(ValidationError, person.validate)
-        person.height = "something invalid"
-        self.assertRaises(ValidationError, person.validate)
-
-        person_2 = Person(height="something invalid")
-        self.assertRaises(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()
-
-        self.assertEqual(2, Person.objects(money__gt=Decimal("7")).count())
-        self.assertEqual(2, Person.objects(money__gt=7).count())
-        self.assertEqual(2, Person.objects(money__gt="7").count())
-
-        self.assertEqual(3, Person.objects(money__gte="7").count())
-
     def test_storage(self):
         class Person(Document):
             float_value = DecimalField(precision=4)
@@ -87,7 +43,7 @@ class TestDecimalField(MongoDBTestCase):
         ]
         expected.extend(expected)
         actual = list(Person.objects.exclude("id").as_pymongo())
-        self.assertEqual(expected, actual)
+        assert expected == actual
 
         # How it comes out locally
         expected = [
@@ -101,4 +57,84 @@ class TestDecimalField(MongoDBTestCase):
         expected.extend(expected)
         for field_name in ["float_value", "string_value"]:
             actual = list(Person.objects().scalar(field_name))
-            self.assertEqual(expected, actual)
+            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)

tests/fields/test_dict_field.py

@@ -1,7 +1,12 @@
-# -*- coding: utf-8 -*-
+import pytest
+from bson import InvalidDocument
+
 from mongoengine import *
 from mongoengine.base import BaseDict
-
+from mongoengine.mongodb_support import (
+    MONGODB_36,
+    get_mongodb_version,
+)
 from tests.utils import MongoDBTestCase, get_as_pymongo
 
 
@@ -14,7 +19,57 @@ class TestDictField(MongoDBTestCase):
 
         info = {"testkey": "testvalue"}
         post = BlogPost(info=info).save()
-        self.assertEqual(get_as_pymongo(post), {"_id": post.id, "info": info})
+        assert get_as_pymongo(post) == {"_id": post.id, "info": info}
+
+    def test_validate_invalid_type(self):
+        class BlogPost(Document):
+            info = DictField()
+
+        BlogPost.drop_collection()
+
+        invalid_infos = ["my post", ["test", "test"], {1: "test"}]
+        for invalid_info in invalid_infos:
+            with pytest.raises(ValidationError):
+                BlogPost(info=invalid_info).validate()
+
+    def test_keys_with_dots_or_dollars(self):
+        class BlogPost(Document):
+            info = DictField()
+
+        BlogPost.drop_collection()
+
+        post = BlogPost()
+
+        post.info = {"$title": "test"}
+        with pytest.raises(ValidationError):
+            post.validate()
+
+        post.info = {"nested": {"$title": "test"}}
+        with pytest.raises(ValidationError):
+            post.validate()
+
+        post.info = {"$title.test": "test"}
+        with pytest.raises(ValidationError):
+            post.validate()
+
+        post.info = {"nested": {"the.title": "test"}}
+        if get_mongodb_version() < MONGODB_36:
+            # MongoDB < 3.6 rejects dots
+            # To avoid checking the mongodb version from the DictField class
+            # we rely on MongoDB to reject the data during the save
+            post.validate()
+            with pytest.raises(InvalidDocument):
+                post.save()
+        else:
+            post.validate()
+
+        post.info = {"dollar_and_dot": {"te$st.test": "test"}}
+        if get_mongodb_version() < MONGODB_36:
+            post.validate()
+            with pytest.raises(InvalidDocument):
+                post.save()
+        else:
+            post.validate()
 
     def test_general_things(self):
         """Ensure that dict types work as expected."""
@@ -24,29 +79,7 @@ class TestDictField(MongoDBTestCase):
 
         BlogPost.drop_collection()
 
-        post = BlogPost()
+        post = BlogPost(info={"title": "test"})
-        post.info = "my post"
-        self.assertRaises(ValidationError, post.validate)
-
-        post.info = ["test", "test"]
-        self.assertRaises(ValidationError, post.validate)
-
-        post.info = {"$title": "test"}
-        self.assertRaises(ValidationError, post.validate)
-
-        post.info = {"nested": {"$title": "test"}}
-        self.assertRaises(ValidationError, post.validate)
-
-        post.info = {"the.title": "test"}
-        self.assertRaises(ValidationError, post.validate)
-
-        post.info = {"nested": {"the.title": "test"}}
-        self.assertRaises(ValidationError, post.validate)
-
-        post.info = {1: "test"}
-        self.assertRaises(ValidationError, post.validate)
-
-        post.info = {"title": "test"}
         post.save()
 
         post = BlogPost()
@@ -61,33 +94,27 @@ class TestDictField(MongoDBTestCase):
         post.info = {"details": {"test": 3}}
         post.save()
 
-        self.assertEqual(BlogPost.objects.count(), 4)
+        assert BlogPost.objects.count() == 4
-        self.assertEqual(BlogPost.objects.filter(info__title__exact="test").count(), 1)
+        assert BlogPost.objects.filter(info__title__exact="test").count() == 1
-        self.assertEqual(
+        assert BlogPost.objects.filter(info__details__test__exact="test").count() == 1
-            BlogPost.objects.filter(info__details__test__exact="test").count(), 1
-        )
 
         post = BlogPost.objects.filter(info__title__exact="dollar_sign").first()
-        self.assertIn("te$t", post["info"]["details"])
+        assert "te$t" in post["info"]["details"]
 
         # Confirm handles non strings or non existing keys
-        self.assertEqual(
+        assert BlogPost.objects.filter(info__details__test__exact=5).count() == 0
-            BlogPost.objects.filter(info__details__test__exact=5).count(), 0
+        assert BlogPost.objects.filter(info__made_up__test__exact="test").count() == 0
-        )
-        self.assertEqual(
-            BlogPost.objects.filter(info__made_up__test__exact="test").count(), 0
-        )
 
         post = BlogPost.objects.create(info={"title": "original"})
         post.info.update({"title": "updated"})
         post.save()
         post.reload()
-        self.assertEqual("updated", post.info["title"])
+        assert "updated" == post.info["title"]
 
         post.info.setdefault("authors", [])
         post.save()
         post.reload()
-        self.assertEqual([], post.info["authors"])
+        assert post.info["authors"] == []
 
     def test_dictfield_dump_document(self):
         """Ensure a DictField can handle another document's dump."""
@@ -114,10 +141,8 @@ class TestDictField(MongoDBTestCase):
         ).save()
         doc = Doc(field=to_embed.to_mongo().to_dict())
         doc.save()
-        self.assertIsInstance(doc.field, dict)
+        assert isinstance(doc.field, dict)
-        self.assertEqual(
+        assert doc.field == {"_id": 2, "recursive": {"_id": 1, "recursive": {}}}
-            doc.field, {"_id": 2, "recursive": {"_id": 1, "recursive": {}}}
-        )
         # Same thing with a Document with a _cls field
         to_embed_recursive = ToEmbedChild(id=1).save()
         to_embed_child = ToEmbedChild(
@@ -125,7 +150,7 @@ class TestDictField(MongoDBTestCase):
         ).save()
         doc = Doc(field=to_embed_child.to_mongo().to_dict())
         doc.save()
-        self.assertIsInstance(doc.field, dict)
+        assert isinstance(doc.field, dict)
         expected = {
             "_id": 2,
             "_cls": "ToEmbedParent.ToEmbedChild",
@@ -135,7 +160,7 @@ class TestDictField(MongoDBTestCase):
                 "recursive": {},
             },
         }
-        self.assertEqual(doc.field, expected)
+        assert doc.field == expected
 
     def test_dictfield_strict(self):
         """Ensure that dict field handles validation if provided a strict field type."""
@@ -150,7 +175,7 @@ class TestDictField(MongoDBTestCase):
         e.save()
 
         # try creating an invalid mapping
-        with self.assertRaises(ValidationError):
+        with pytest.raises(ValidationError):
             e.mapping["somestring"] = "abc"
             e.save()
 
@@ -184,22 +209,21 @@ class TestDictField(MongoDBTestCase):
         e.save()
 
         e2 = Simple.objects.get(id=e.id)
-        self.assertIsInstance(e2.mapping["somestring"], StringSetting)
+        assert isinstance(e2.mapping["somestring"], StringSetting)
-        self.assertIsInstance(e2.mapping["someint"], IntegerSetting)
+        assert isinstance(e2.mapping["someint"], IntegerSetting)
 
         # Test querying
-        self.assertEqual(Simple.objects.filter(mapping__someint__value=42).count(), 1)
+        assert Simple.objects.filter(mapping__someint__value=42).count() == 1
-        self.assertEqual(
+        assert Simple.objects.filter(mapping__nested_dict__number=1).count() == 1
-            Simple.objects.filter(mapping__nested_dict__number=1).count(), 1
+        assert (
+            Simple.objects.filter(mapping__nested_dict__complex__value=42).count() == 1
         )
-        self.assertEqual(
+        assert (
-            Simple.objects.filter(mapping__nested_dict__complex__value=42).count(), 1
+            Simple.objects.filter(mapping__nested_dict__list__0__value=42).count() == 1
         )
-        self.assertEqual(
+        assert (
-            Simple.objects.filter(mapping__nested_dict__list__0__value=42).count(), 1
+            Simple.objects.filter(mapping__nested_dict__list__1__value="foo").count()
-        )
+            == 1
-        self.assertEqual(
-            Simple.objects.filter(mapping__nested_dict__list__1__value="foo").count(), 1
         )
 
         # Confirm can update
@@ -207,11 +231,13 @@ class TestDictField(MongoDBTestCase):
         Simple.objects().update(
             set__mapping__nested_dict__list__1=StringSetting(value="Boo")
         )
-        self.assertEqual(
+        assert (
-            Simple.objects.filter(mapping__nested_dict__list__1__value="foo").count(), 0
+            Simple.objects.filter(mapping__nested_dict__list__1__value="foo").count()
+            == 0
         )
-        self.assertEqual(
+        assert (
-            Simple.objects.filter(mapping__nested_dict__list__1__value="Boo").count(), 1
+            Simple.objects.filter(mapping__nested_dict__list__1__value="Boo").count()
+            == 1
         )
 
     def test_push_dict(self):
@@ -221,12 +247,12 @@ class TestDictField(MongoDBTestCase):
         doc = MyModel(events=[{"a": 1}]).save()
         raw_doc = get_as_pymongo(doc)
         expected_raw_doc = {"_id": doc.id, "events": [{"a": 1}]}
-        self.assertEqual(raw_doc, expected_raw_doc)
+        assert raw_doc == expected_raw_doc
 
         MyModel.objects(id=doc.id).update(push__events={})
         raw_doc = get_as_pymongo(doc)
         expected_raw_doc = {"_id": doc.id, "events": [{"a": 1}, {}]}
-        self.assertEqual(raw_doc, expected_raw_doc)
+        assert raw_doc == expected_raw_doc
 
     def test_ensure_unique_default_instances(self):
         """Ensure that every field has it's own unique default instance."""
@@ -239,8 +265,8 @@ class TestDictField(MongoDBTestCase):
         d1.data["foo"] = "bar"
         d1.data2["foo"] = "bar"
         d2 = D()
-        self.assertEqual(d2.data, {})
+        assert d2.data == {}
-        self.assertEqual(d2.data2, {})
+        assert d2.data2 == {}
 
     def test_dict_field_invalid_dict_value(self):
         class DictFieldTest(Document):
@@ -250,11 +276,13 @@ class TestDictField(MongoDBTestCase):
 
         test = DictFieldTest(dictionary=None)
         test.dictionary  # Just access to test getter
-        self.assertRaises(ValidationError, test.validate)
+        with pytest.raises(ValidationError):
+            test.validate()
 
         test = DictFieldTest(dictionary=False)
         test.dictionary  # Just access to test getter
-        self.assertRaises(ValidationError, test.validate)
+        with pytest.raises(ValidationError):
+            test.validate()
 
     def test_dict_field_raises_validation_error_if_wrongly_assign_embedded_doc(self):
         class DictFieldTest(Document):
@@ -267,12 +295,12 @@ class TestDictField(MongoDBTestCase):
 
         embed = Embedded(name="garbage")
         doc = DictFieldTest(dictionary=embed)
-        with self.assertRaises(ValidationError) as ctx_err:
+        with pytest.raises(ValidationError) as exc_info:
             doc.validate()
-        self.assertIn("'dictionary'", str(ctx_err.exception))
+
-        self.assertIn(
+        error_msg = str(exc_info.value)
-            "Only dictionaries may be used in a DictField", str(ctx_err.exception)
+        assert "'dictionary'" in error_msg
-        )
+        assert "Only dictionaries may be used in a DictField" in error_msg
 
     def test_atomic_update_dict_field(self):
         """Ensure that the entire DictField can be atomically updated."""
@@ -287,11 +315,11 @@ class TestDictField(MongoDBTestCase):
         e.save()
         e.update(set__mapping={"ints": [3, 4]})
         e.reload()
-        self.assertEqual(BaseDict, type(e.mapping))
+        assert isinstance(e.mapping, BaseDict)
-        self.assertEqual({"ints": [3, 4]}, e.mapping)
+        assert {"ints": [3, 4]} == e.mapping
 
         # try creating an invalid mapping
-        with self.assertRaises(ValueError):
+        with pytest.raises(ValueError):
             e.update(set__mapping={"somestrings": ["foo", "bar"]})
 
     def test_dictfield_with_referencefield_complex_nesting_cases(self):
@@ -329,13 +357,13 @@ class TestDictField(MongoDBTestCase):
         e.save()
 
         s = Simple.objects.first()
-        self.assertIsInstance(s.mapping0["someint"], Doc)
+        assert isinstance(s.mapping0["someint"], Doc)
-        self.assertIsInstance(s.mapping1["someint"], Doc)
+        assert isinstance(s.mapping1["someint"], Doc)
-        self.assertIsInstance(s.mapping2["someint"][0], Doc)
+        assert isinstance(s.mapping2["someint"][0], Doc)
-        self.assertIsInstance(s.mapping3["someint"][0], Doc)
+        assert isinstance(s.mapping3["someint"][0], Doc)
-        self.assertIsInstance(s.mapping4["someint"]["d"], Doc)
+        assert isinstance(s.mapping4["someint"]["d"], Doc)
-        self.assertIsInstance(s.mapping5["someint"]["d"], Doc)
+        assert isinstance(s.mapping5["someint"]["d"], Doc)
-        self.assertIsInstance(s.mapping6["someint"][0]["d"], Doc)
+        assert isinstance(s.mapping6["someint"][0]["d"], Doc)
-        self.assertIsInstance(s.mapping7["someint"][0]["d"], Doc)
+        assert isinstance(s.mapping7["someint"][0]["d"], Doc)
-        self.assertIsInstance(s.mapping8["someint"][0]["d"][0], Doc)
+        assert isinstance(s.mapping8["someint"][0]["d"][0], Doc)
-        self.assertIsInstance(s.mapping9["someint"][0]["d"][0], Doc)
+        assert isinstance(s.mapping9["someint"][0]["d"][0], Doc)

tests/fields/test_email_field.py

@@ -1,9 +1,6 @@
-# -*- coding: utf-8 -*-
+import pytest
-import sys
-from unittest import SkipTest
-
-from mongoengine import *
 
+from mongoengine import Document, EmailField, ValidationError
 from tests.utils import MongoDBTestCase
 
 
@@ -27,38 +24,37 @@ class TestEmailField(MongoDBTestCase):
         user.validate()
 
         user = User(email="ross@example.com.")
-        self.assertRaises(ValidationError, user.validate)
+        with pytest.raises(ValidationError):
+            user.validate()
 
         # unicode domain
-        user = User(email=u"user@пример.рф")
+        user = User(email="user@пример.рф")
         user.validate()
 
         # invalid unicode domain
-        user = User(email=u"user@пример")
+        user = User(email="user@пример")
-        self.assertRaises(ValidationError, user.validate)
+        with pytest.raises(ValidationError):
+            user.validate()
 
         # invalid data type
         user = User(email=123)
-        self.assertRaises(ValidationError, user.validate)
+        with pytest.raises(ValidationError):
+            user.validate()
 
     def test_email_field_unicode_user(self):
-        # Don't run this test on pypy3, which doesn't support unicode regex:
-        # https://bitbucket.org/pypy/pypy/issues/1821/regular-expression-doesnt-find-unicode
-        if sys.version_info[:2] == (3, 2):
-            raise SkipTest("unicode email addresses are not supported on PyPy 3")
-
         class User(Document):
             email = EmailField()
 
         # unicode user shouldn't validate by default...
-        user = User(email=u"Dörte@Sörensen.example.com")
+        user = User(email="Dörte@Sörensen.example.com")
-        self.assertRaises(ValidationError, user.validate)
+        with pytest.raises(ValidationError):
+            user.validate()
 
         # ...but it should be fine with allow_utf8_user set to True
         class User(Document):
             email = EmailField(allow_utf8_user=True)
 
-        user = User(email=u"Dörte@Sörensen.example.com")
+        user = User(email="Dörte@Sörensen.example.com")
         user.validate()
 
     def test_email_field_domain_whitelist(self):
@@ -67,7 +63,8 @@ class TestEmailField(MongoDBTestCase):
 
         # localhost domain shouldn't validate by default...
         user = User(email="me@localhost")
-        self.assertRaises(ValidationError, user.validate)
+        with pytest.raises(ValidationError):
+            user.validate()
 
         # ...but it should be fine if it's whitelisted
         class User(Document):
@@ -82,9 +79,10 @@ class TestEmailField(MongoDBTestCase):
 
         invalid_idn = ".google.com"
         user = User(email="me@%s" % invalid_idn)
-        with self.assertRaises(ValidationError) as ctx_err:
+
+        with pytest.raises(ValidationError) as exc_info:
             user.validate()
-        self.assertIn("domain failed IDN encoding", str(ctx_err.exception))
+        assert "domain failed IDN encoding" in str(exc_info.value)
 
     def test_email_field_ip_domain(self):
         class User(Document):
@@ -96,13 +94,16 @@ class TestEmailField(MongoDBTestCase):
 
         # IP address as a domain shouldn't validate by default...
         user = User(email=valid_ipv4)
-        self.assertRaises(ValidationError, user.validate)
+        with pytest.raises(ValidationError):
+            user.validate()
 
         user = User(email=valid_ipv6)
-        self.assertRaises(ValidationError, user.validate)
+        with pytest.raises(ValidationError):
+            user.validate()
 
         user = User(email=invalid_ip)
-        self.assertRaises(ValidationError, user.validate)
+        with pytest.raises(ValidationError):
+            user.validate()
 
         # ...but it should be fine with allow_ip_domain set to True
         class User(Document):
@@ -116,7 +117,8 @@ class TestEmailField(MongoDBTestCase):
 
         # invalid IP should still fail validation
         user = User(email=invalid_ip)
-        self.assertRaises(ValidationError, user.validate)
+        with pytest.raises(ValidationError):
+            user.validate()
 
     def test_email_field_honors_regex(self):
         class User(Document):
@@ -124,8 +126,9 @@ class TestEmailField(MongoDBTestCase):
 
         # Fails regex validation
         user = User(email="me@foo.com")
-        self.assertRaises(ValidationError, user.validate)
+        with pytest.raises(ValidationError):
+            user.validate()
 
         # Passes regex validation
         user = User(email="me@example.com")
-        self.assertIsNone(user.validate())
+        assert user.validate() is None

tests/fields/test_embedded_document_field.py

@@ -1,19 +1,21 @@
-# -*- coding: utf-8 -*-
+from copy import deepcopy
+
+import pytest
+from bson import ObjectId
+
 from mongoengine import (
     Document,
-    StringField,
-    ValidationError,
     EmbeddedDocument,
     EmbeddedDocumentField,
-    InvalidQueryError,
-    LookUpError,
-    IntField,
     GenericEmbeddedDocumentField,
+    IntField,
+    InvalidQueryError,
     ListField,
-    EmbeddedDocumentListField,
+    LookUpError,
-    ReferenceField,
+    MapField,
+    StringField,
+    ValidationError,
 )
-
 from tests.utils import MongoDBTestCase
 
 
@@ -23,13 +25,13 @@ class TestEmbeddedDocumentField(MongoDBTestCase):
             name = StringField()
 
         field = EmbeddedDocumentField(MyDoc)
-        self.assertEqual(field.document_type_obj, MyDoc)
+        assert field.document_type_obj == MyDoc
 
         field2 = EmbeddedDocumentField("MyDoc")
-        self.assertEqual(field2.document_type_obj, "MyDoc")
+        assert field2.document_type_obj == "MyDoc"
 
     def test___init___throw_error_if_document_type_is_not_EmbeddedDocument(self):
-        with self.assertRaises(ValidationError):
+        with pytest.raises(ValidationError):
             EmbeddedDocumentField(dict)
 
     def test_document_type_throw_error_if_not_EmbeddedDocument_subclass(self):
@@ -37,11 +39,11 @@ class TestEmbeddedDocumentField(MongoDBTestCase):
             name = StringField()
 
         emb = EmbeddedDocumentField("MyDoc")
-        with self.assertRaises(ValidationError) as ctx:
+        with pytest.raises(ValidationError) as exc_info:
             emb.document_type
-        self.assertIn(
+        assert (
-            "Invalid embedded document class provided to an EmbeddedDocumentField",
+            "Invalid embedded document class provided to an EmbeddedDocumentField"
-            str(ctx.exception),
+            in str(exc_info.value)
         )
 
     def test_embedded_document_field_only_allow_subclasses_of_embedded_document(self):
@@ -49,12 +51,12 @@ class TestEmbeddedDocumentField(MongoDBTestCase):
         class MyDoc(Document):
             name = StringField()
 
-        with self.assertRaises(ValidationError):
+        with pytest.raises(ValidationError):
 
             class MyFailingDoc(Document):
                 emb = EmbeddedDocumentField(MyDoc)
 
-        with self.assertRaises(ValidationError):
+        with pytest.raises(ValidationError):
 
             class MyFailingdoc2(Document):
                 emb = EmbeddedDocumentField("MyDoc")
@@ -73,24 +75,24 @@ class TestEmbeddedDocumentField(MongoDBTestCase):
         p = Person(settings=AdminSettings(foo1="bar1", foo2="bar2"), name="John").save()
 
         # Test non exiting attribute
-        with self.assertRaises(InvalidQueryError) as ctx_err:
+        with pytest.raises(InvalidQueryError) as exc_info:
             Person.objects(settings__notexist="bar").first()
-        self.assertEqual(unicode(ctx_err.exception), u'Cannot resolve field "notexist"')
+        assert str(exc_info.value) == 'Cannot resolve field "notexist"'
 
-        with self.assertRaises(LookUpError):
+        with pytest.raises(LookUpError):
             Person.objects.only("settings.notexist")
 
         # Test existing attribute
-        self.assertEqual(Person.objects(settings__foo1="bar1").first().id, p.id)
+        assert Person.objects(settings__foo1="bar1").first().id == p.id
         only_p = Person.objects.only("settings.foo1").first()
-        self.assertEqual(only_p.settings.foo1, p.settings.foo1)
+        assert only_p.settings.foo1 == p.settings.foo1
-        self.assertIsNone(only_p.settings.foo2)
+        assert only_p.settings.foo2 is None
-        self.assertIsNone(only_p.name)
+        assert only_p.name is None
 
         exclude_p = Person.objects.exclude("settings.foo1").first()
-        self.assertIsNone(exclude_p.settings.foo1)
+        assert exclude_p.settings.foo1 is None
-        self.assertEqual(exclude_p.settings.foo2, p.settings.foo2)
+        assert exclude_p.settings.foo2 == p.settings.foo2
-        self.assertEqual(exclude_p.name, p.name)
+        assert exclude_p.name == p.name
 
     def test_query_embedded_document_attribute_with_inheritance(self):
         class BaseSettings(EmbeddedDocument):
@@ -109,17 +111,17 @@ class TestEmbeddedDocumentField(MongoDBTestCase):
         p.save()
 
         # Test non exiting attribute
-        with self.assertRaises(InvalidQueryError) as ctx_err:
+        with pytest.raises(InvalidQueryError) as exc_info:
-            self.assertEqual(Person.objects(settings__notexist="bar").first().id, p.id)
+            assert Person.objects(settings__notexist="bar").first().id == p.id
-        self.assertEqual(unicode(ctx_err.exception), u'Cannot resolve field "notexist"')
+        assert str(exc_info.value) == 'Cannot resolve field "notexist"'
 
         # Test existing attribute
-        self.assertEqual(Person.objects(settings__base_foo="basefoo").first().id, p.id)
+        assert Person.objects(settings__base_foo="basefoo").first().id == p.id
-        self.assertEqual(Person.objects(settings__sub_foo="subfoo").first().id, p.id)
+        assert Person.objects(settings__sub_foo="subfoo").first().id == p.id
 
         only_p = Person.objects.only("settings.base_foo", "settings._cls").first()
-        self.assertEqual(only_p.settings.base_foo, "basefoo")
+        assert only_p.settings.base_foo == "basefoo"
-        self.assertIsNone(only_p.settings.sub_foo)
+        assert only_p.settings.sub_foo is None
 
     def test_query_list_embedded_document_with_inheritance(self):
         class Post(EmbeddedDocument):
@@ -139,14 +141,14 @@ class TestEmbeddedDocumentField(MongoDBTestCase):
         record_text = Record(posts=[TextPost(content="a", title="foo")]).save()
 
         records = list(Record.objects(posts__author=record_movie.posts[0].author))
-        self.assertEqual(len(records), 1)
+        assert len(records) == 1
-        self.assertEqual(records[0].id, record_movie.id)
+        assert records[0].id == record_movie.id
 
         records = list(Record.objects(posts__content=record_text.posts[0].content))
-        self.assertEqual(len(records), 1)
+        assert len(records) == 1
-        self.assertEqual(records[0].id, record_text.id)
+        assert records[0].id == record_text.id
 
-        self.assertEqual(Record.objects(posts__title="foo").count(), 2)
+        assert Record.objects(posts__title="foo").count() == 2
 
 
 class TestGenericEmbeddedDocumentField(MongoDBTestCase):
@@ -169,13 +171,13 @@ class TestGenericEmbeddedDocumentField(MongoDBTestCase):
         person.save()
 
         person = Person.objects.first()
-        self.assertIsInstance(person.like, Car)
+        assert isinstance(person.like, Car)
 
         person.like = Dish(food="arroz", number=15)
         person.save()
 
         person = Person.objects.first()
-        self.assertIsInstance(person.like, Dish)
+        assert isinstance(person.like, Dish)
 
     def test_generic_embedded_document_choices(self):
         """Ensure you can limit GenericEmbeddedDocument choices."""
@@ -195,13 +197,14 @@ class TestGenericEmbeddedDocumentField(MongoDBTestCase):
 
         person = Person(name="Test User")
         person.like = Car(name="Fiat")
-        self.assertRaises(ValidationError, person.validate)
+        with pytest.raises(ValidationError):
+            person.validate()
 
         person.like = Dish(food="arroz", number=15)
         person.save()
 
         person = Person.objects.first()
-        self.assertIsInstance(person.like, Dish)
+        assert isinstance(person.like, Dish)
 
     def test_generic_list_embedded_document_choices(self):
         """Ensure you can limit GenericEmbeddedDocument choices inside
@@ -223,13 +226,14 @@ class TestGenericEmbeddedDocumentField(MongoDBTestCase):
 
         person = Person(name="Test User")
         person.likes = [Car(name="Fiat")]
-        self.assertRaises(ValidationError, person.validate)
+        with pytest.raises(ValidationError):
+            person.validate()
 
         person.likes = [Dish(food="arroz", number=15)]
         person.save()
 
         person = Person.objects.first()
-        self.assertIsInstance(person.likes[0], Dish)
+        assert isinstance(person.likes[0], Dish)
 
     def test_choices_validation_documents(self):
         """
@@ -265,7 +269,8 @@ class TestGenericEmbeddedDocumentField(MongoDBTestCase):
 
         # Single Entry Failure
         post = BlogPost(comments=[ModeratorComments(author="mod1", message="message1")])
-        self.assertRaises(ValidationError, post.save)
+        with pytest.raises(ValidationError):
+            post.save()
 
         # Mixed Entry Failure
         post = BlogPost(
@@ -274,7 +279,8 @@ class TestGenericEmbeddedDocumentField(MongoDBTestCase):
                 UserComments(author="user2", message="message2"),
             ]
         )
-        self.assertRaises(ValidationError, post.save)
+        with pytest.raises(ValidationError):
+            post.save()
 
     def test_choices_validation_documents_inheritance(self):
         """
@@ -313,16 +319,16 @@ class TestGenericEmbeddedDocumentField(MongoDBTestCase):
         p2 = Person(settings=NonAdminSettings(foo2="bar2")).save()
 
         # Test non exiting attribute
-        with self.assertRaises(InvalidQueryError) as ctx_err:
+        with pytest.raises(InvalidQueryError) as exc_info:
             Person.objects(settings__notexist="bar").first()
-        self.assertEqual(unicode(ctx_err.exception), u'Cannot resolve field "notexist"')
+        assert str(exc_info.value) == 'Cannot resolve field "notexist"'
 
-        with self.assertRaises(LookUpError):
+        with pytest.raises(LookUpError):
             Person.objects.only("settings.notexist")
 
         # Test existing attribute
-        self.assertEqual(Person.objects(settings__foo1="bar1").first().id, p1.id)
+        assert Person.objects(settings__foo1="bar1").first().id == p1.id
-        self.assertEqual(Person.objects(settings__foo2="bar2").first().id, p2.id)
+        assert Person.objects(settings__foo2="bar2").first().id == p2.id
 
     def test_query_generic_embedded_document_attribute_with_inheritance(self):
         class BaseSettings(EmbeddedDocument):
@@ -341,10 +347,37 @@ class TestGenericEmbeddedDocumentField(MongoDBTestCase):
         p.save()
 
         # Test non exiting attribute
-        with self.assertRaises(InvalidQueryError) as ctx_err:
+        with pytest.raises(InvalidQueryError) as exc_info:
-            self.assertEqual(Person.objects(settings__notexist="bar").first().id, p.id)
+            assert Person.objects(settings__notexist="bar").first().id == p.id
-        self.assertEqual(unicode(ctx_err.exception), u'Cannot resolve field "notexist"')
+        assert str(exc_info.value) == 'Cannot resolve field "notexist"'
 
         # Test existing attribute
-        self.assertEqual(Person.objects(settings__base_foo="basefoo").first().id, p.id)
+        assert Person.objects(settings__base_foo="basefoo").first().id == p.id
-        self.assertEqual(Person.objects(settings__sub_foo="subfoo").first().id, p.id)
+        assert Person.objects(settings__sub_foo="subfoo").first().id == p.id
+
+    def test_deepcopy_set__instance(self):
+        """Ensure that the _instance attribute on EmbeddedDocument exists after a deepcopy"""
+
+        class Wallet(EmbeddedDocument):
+            money = IntField()
+
+        class Person(Document):
+            wallet = EmbeddedDocumentField(Wallet)
+            wallet_map = MapField(EmbeddedDocumentField(Wallet))
+
+        # Test on fresh EmbeddedDoc
+        emb_doc = Wallet(money=1)
+        assert emb_doc._instance is None
+        copied_emb_doc = deepcopy(emb_doc)
+        assert copied_emb_doc._instance is None
+
+        # Test on attached EmbeddedDoc
+        doc = Person(
+            id=ObjectId(), wallet=Wallet(money=2), wallet_map={"test": Wallet(money=2)}
+        )
+        assert doc.wallet._instance == doc
+        copied_emb_doc = deepcopy(doc.wallet)
+        assert copied_emb_doc._instance is None
+
+        copied_map_emb_doc = deepcopy(doc.wallet_map)
+        assert copied_map_emb_doc["test"]._instance is None

tests/fields/test_enum_field.py

@@ -0,0 +1,145 @@
+from enum import Enum
+
+import pytest
+from bson import InvalidDocument
+
+from mongoengine import Document, EnumField, ValidationError
+from tests.utils import MongoDBTestCase, get_as_pymongo
+
+
+class Status(Enum):
+    NEW = "new"
+    DONE = "done"
+
+
+class Color(Enum):
+    RED = 1
+    BLUE = 2
+
+
+class ModelWithEnum(Document):
+    status = EnumField(Status)
+
+
+class TestStringEnumField(MongoDBTestCase):
+    def test_storage(self):
+        model = ModelWithEnum(status=Status.NEW).save()
+        assert get_as_pymongo(model) == {"_id": model.id, "status": "new"}
+
+    def test_set_enum(self):
+        ModelWithEnum.drop_collection()
+        ModelWithEnum(status=Status.NEW).save()
+        assert ModelWithEnum.objects(status=Status.NEW).count() == 1
+        assert ModelWithEnum.objects.first().status == Status.NEW
+
+    def test_set_by_value(self):
+        ModelWithEnum.drop_collection()
+        ModelWithEnum(status="new").save()
+        assert ModelWithEnum.objects.first().status == Status.NEW
+
+    def test_filter(self):
+        ModelWithEnum.drop_collection()
+        ModelWithEnum(status="new").save()
+        assert ModelWithEnum.objects(status="new").count() == 1
+        assert ModelWithEnum.objects(status=Status.NEW).count() == 1
+        assert ModelWithEnum.objects(status=Status.DONE).count() == 0
+
+    def test_change_value(self):
+        m = ModelWithEnum(status="new")
+        m.status = Status.DONE
+        m.save()
+        assert m.status == Status.DONE
+
+        m.status = "wrong"
+        assert m.status == "wrong"
+        with pytest.raises(ValidationError):
+            m.validate()
+
+    def test_set_default(self):
+        class ModelWithDefault(Document):
+            status = EnumField(Status, default=Status.DONE)
+
+        m = ModelWithDefault().save()
+        assert m.status == Status.DONE
+
+    def test_enum_field_can_be_empty(self):
+        ModelWithEnum.drop_collection()
+        m = ModelWithEnum().save()
+        assert m.status is None
+        assert ModelWithEnum.objects()[0].status is None
+        assert ModelWithEnum.objects(status=None).count() == 1
+
+    def test_set_none_explicitly(self):
+        ModelWithEnum.drop_collection()
+        ModelWithEnum(status=None).save()
+        assert ModelWithEnum.objects.first().status is None
+
+    def test_cannot_create_model_with_wrong_enum_value(self):
+        m = ModelWithEnum(status="wrong_one")
+        with pytest.raises(ValidationError):
+            m.validate()
+
+    def test_partial_choices(self):
+        partial = [Status.DONE]
+        enum_field = EnumField(Status, choices=partial)
+        assert enum_field.choices == partial
+
+        class FancyDoc(Document):
+            z = enum_field
+
+        FancyDoc(z=Status.DONE).validate()
+        with pytest.raises(
+            ValidationError, match=r"Value must be one of .*Status.DONE"
+        ):
+            FancyDoc(z=Status.NEW).validate()
+
+    def test_wrong_choices(self):
+        with pytest.raises(ValueError, match="Invalid choices"):
+            EnumField(Status, choices=["my", "custom", "options"])
+        with pytest.raises(ValueError, match="Invalid choices"):
+            EnumField(Status, choices=[Color.RED])
+        with pytest.raises(ValueError, match="Invalid choices"):
+            EnumField(Status, choices=[Status.DONE, Color.RED])
+
+
+class ModelWithColor(Document):
+    color = EnumField(Color, default=Color.RED)
+
+
+class TestIntEnumField(MongoDBTestCase):
+    def test_enum_with_int(self):
+        ModelWithColor.drop_collection()
+        m = ModelWithColor().save()
+        assert m.color == Color.RED
+        assert ModelWithColor.objects(color=Color.RED).count() == 1
+        assert ModelWithColor.objects(color=1).count() == 1
+        assert ModelWithColor.objects(color=2).count() == 0
+
+    def test_create_int_enum_by_value(self):
+        model = ModelWithColor(color=2).save()
+        assert model.color == Color.BLUE
+
+    def test_storage_enum_with_int(self):
+        model = ModelWithColor(color=Color.BLUE).save()
+        assert get_as_pymongo(model) == {"_id": model.id, "color": 2}
+
+    def test_validate_model(self):
+        with pytest.raises(ValidationError, match="Value must be one of"):
+            ModelWithColor(color=3).validate()
+
+        with pytest.raises(ValidationError, match="Value must be one of"):
+            ModelWithColor(color="wrong_type").validate()
+
+
+class TestFunkyEnumField(MongoDBTestCase):
+    def test_enum_incompatible_bson_type_fails_during_save(self):
+        class FunkyColor(Enum):
+            YELLOW = object()
+
+        class ModelWithFunkyColor(Document):
+            color = EnumField(FunkyColor)
+
+        m = ModelWithFunkyColor(color=FunkyColor.YELLOW)
+
+        with pytest.raises(InvalidDocument, match="[cC]annot encode object"):
+            m.save()

tests/fields/test_file_field.py

@@ -1,19 +1,17 @@
-# -*- coding: utf-8 -*-
 import copy
 import os
-import unittest
 import tempfile
+import unittest
+from io import BytesIO
 
 import gridfs
-import six
+import pytest
 
-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
+    from PIL import Image  # noqa: F401
 
     HAS_PIL = True
 except ImportError:
@@ -21,6 +19,8 @@ except ImportError:
 
 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")
 
@@ -28,14 +28,14 @@ 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 = StringIO()
+    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")
@@ -48,15 +48,14 @@ class FileTest(MongoDBTestCase):
         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 = six.b("Hello, World!")
+        text = b"Hello, World!"
         content_type = "text/plain"
 
         putfile = PutFile()
@@ -64,13 +63,13 @@ class FileTest(MongoDBTestCase):
         putfile.save()
 
         result = PutFile.objects.first()
-        self.assertEqual(putfile, result)
+        assert putfile == result
-        self.assertEqual(
+        assert (
-            "%s" % result.the_file,
+            "%s" % result.the_file
-            "<GridFSProxy: hello (%s)>" % result.the_file.grid_id,
+            == "<GridFSProxy: hello (%s)>" % result.the_file.grid_id
         )
-        self.assertEqual(result.the_file.read(), text)
+        assert result.the_file.read() == text
-        self.assertEqual(result.the_file.content_type, content_type)
+        assert result.the_file.content_type == content_type
         result.the_file.delete()  # Remove file from GridFS
         PutFile.objects.delete()
 
@@ -78,29 +77,28 @@ class FileTest(MongoDBTestCase):
         PutFile.drop_collection()
 
         putfile = PutFile()
-        putstring = StringIO()
+        putstring = BytesIO()
         putstring.write(text)
         putstring.seek(0)
         putfile.the_file.put(putstring, content_type=content_type)
         putfile.save()
 
         result = PutFile.objects.first()
-        self.assertEqual(putfile, result)
+        assert putfile == result
-        self.assertEqual(result.the_file.read(), text)
+        assert result.the_file.read() == text
-        self.assertEqual(result.the_file.content_type, content_type)
+        assert 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 = six.b("Hello, World!")
+        text = b"Hello, World!"
-        more_text = six.b("Foo Bar")
+        more_text = b"Foo Bar"
         content_type = "text/plain"
 
         streamfile = StreamFile()
@@ -111,19 +109,19 @@ class FileTest(MongoDBTestCase):
         streamfile.save()
 
         result = StreamFile.objects.first()
-        self.assertEqual(streamfile, result)
+        assert streamfile == result
-        self.assertEqual(result.the_file.read(), text + more_text)
+        assert result.the_file.read() == text + more_text
-        self.assertEqual(result.the_file.content_type, content_type)
+        assert result.the_file.content_type == content_type
         result.the_file.seek(0)
-        self.assertEqual(result.the_file.tell(), 0)
+        assert result.the_file.tell() == 0
-        self.assertEqual(result.the_file.read(len(text)), text)
+        assert result.the_file.read(len(text)) == text
-        self.assertEqual(result.the_file.tell(), len(text))
+        assert result.the_file.tell() == len(text)
-        self.assertEqual(result.the_file.read(len(more_text)), more_text)
+        assert result.the_file.read(len(more_text)) == more_text
-        self.assertEqual(result.the_file.tell(), len(text + more_text))
+        assert result.the_file.tell() == len(text + more_text)
         result.the_file.delete()
 
         # Ensure deleted file returns None
-        self.assertTrue(result.the_file.read() is None)
+        assert 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
@@ -135,9 +133,8 @@ class FileTest(MongoDBTestCase):
 
         StreamFile.drop_collection()
 
-        text = six.b("Hello, World!")
+        text = b"Hello, World!"
-        more_text = six.b("Foo Bar")
+        more_text = b"Foo Bar"
-        content_type = "text/plain"
 
         streamfile = StreamFile()
         streamfile.save()
@@ -148,26 +145,26 @@ class FileTest(MongoDBTestCase):
         streamfile.save()
 
         result = StreamFile.objects.first()
-        self.assertEqual(streamfile, result)
+        assert streamfile == result
-        self.assertEqual(result.the_file.read(), text + more_text)
+        assert result.the_file.read() == text + more_text
-        # self.assertEqual(result.the_file.content_type, content_type)
+        # assert result.the_file.content_type == content_type
         result.the_file.seek(0)
-        self.assertEqual(result.the_file.tell(), 0)
+        assert result.the_file.tell() == 0
-        self.assertEqual(result.the_file.read(len(text)), text)
+        assert result.the_file.read(len(text)) == text
-        self.assertEqual(result.the_file.tell(), len(text))
+        assert result.the_file.tell() == len(text)
-        self.assertEqual(result.the_file.read(len(more_text)), more_text)
+        assert result.the_file.read(len(more_text)) == more_text
-        self.assertEqual(result.the_file.tell(), len(text + more_text))
+        assert result.the_file.tell() == len(text + more_text)
         result.the_file.delete()
 
         # Ensure deleted file returns None
-        self.assertTrue(result.the_file.read() is None)
+        assert result.the_file.read() is None
 
     def test_file_fields_set(self):
         class SetFile(Document):
             the_file = FileField()
 
-        text = six.b("Hello, World!")
+        text = b"Hello, World!"
-        more_text = six.b("Foo Bar")
+        more_text = b"Foo Bar"
 
         SetFile.drop_collection()
 
@@ -176,16 +173,16 @@ class FileTest(MongoDBTestCase):
         setfile.save()
 
         result = SetFile.objects.first()
-        self.assertEqual(setfile, result)
+        assert setfile == result
-        self.assertEqual(result.the_file.read(), text)
+        assert result.the_file.read() == text
 
         # Try replacing file with new one
         result.the_file.replace(more_text)
         result.save()
 
         result = SetFile.objects.first()
-        self.assertEqual(setfile, result)
+        assert setfile == result
-        self.assertEqual(result.the_file.read(), more_text)
+        assert result.the_file.read() == more_text
         result.the_file.delete()
 
     def test_file_field_no_default(self):
@@ -195,7 +192,7 @@ class FileTest(MongoDBTestCase):
         GridDocument.drop_collection()
 
         with tempfile.TemporaryFile() as f:
-            f.write(six.b("Hello World!"))
+            f.write(b"Hello World!")
             f.flush()
 
             # Test without default
@@ -205,32 +202,31 @@ class FileTest(MongoDBTestCase):
             doc_b = GridDocument.objects.with_id(doc_a.id)
             doc_b.the_file.replace(f, filename="doc_b")
             doc_b.save()
-            self.assertNotEqual(doc_b.the_file.grid_id, None)
+            assert doc_b.the_file.grid_id is not None
 
             # Test it matches
             doc_c = GridDocument.objects.with_id(doc_b.id)
-            self.assertEqual(doc_b.the_file.grid_id, doc_c.the_file.grid_id)
+            assert doc_b.the_file.grid_id == doc_c.the_file.grid_id
 
             # Test with default
-            doc_d = GridDocument(the_file=six.b(""))
+            doc_d = GridDocument(the_file=b"")
             doc_d.save()
 
             doc_e = GridDocument.objects.with_id(doc_d.id)
-            self.assertEqual(doc_d.the_file.grid_id, doc_e.the_file.grid_id)
+            assert doc_d.the_file.grid_id == doc_e.the_file.grid_id
 
             doc_e.the_file.replace(f, filename="doc_e")
             doc_e.save()
 
             doc_f = GridDocument.objects.with_id(doc_e.id)
-            self.assertEqual(doc_e.the_file.grid_id, doc_f.the_file.grid_id)
+            assert doc_e.the_file.grid_id == doc_f.the_file.grid_id
 
         db = GridDocument._get_db()
         grid_fs = gridfs.GridFS(db)
-        self.assertEqual(["doc_b", "doc_e"], grid_fs.list())
+        assert ["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()
@@ -239,15 +235,15 @@ class FileTest(MongoDBTestCase):
         # First instance
         test_file = TestFile()
         test_file.name = "Hello, World!"
-        test_file.the_file.put(six.b("Hello, World!"))
+        test_file.the_file.put(b"Hello, World!")
         test_file.save()
 
         # Second instance
         test_file_dupe = TestFile()
         data = test_file_dupe.the_file.read()  # Should be None
 
-        self.assertNotEqual(test_file.name, test_file_dupe.name)
+        assert test_file.name != test_file_dupe.name
-        self.assertNotEqual(test_file.the_file.read(), data)
+        assert test_file.the_file.read() != data
 
         TestFile.drop_collection()
 
@@ -268,8 +264,8 @@ class FileTest(MongoDBTestCase):
         marmot.save()
 
         marmot = Animal.objects.get()
-        self.assertEqual(marmot.photo.content_type, "image/jpeg")
+        assert marmot.photo.content_type == "image/jpeg"
-        self.assertEqual(marmot.photo.foo, "bar")
+        assert marmot.photo.foo == "bar"
 
     def test_file_reassigning(self):
         class TestFile(Document):
@@ -278,16 +274,15 @@ class FileTest(MongoDBTestCase):
         TestFile.drop_collection()
 
         test_file = TestFile(the_file=get_file(TEST_IMAGE_PATH)).save()
-        self.assertEqual(test_file.the_file.get().length, 8313)
+        assert test_file.the_file.get().length == 8313
 
         test_file = TestFile.objects.first()
         test_file.the_file = get_file(TEST_IMAGE2_PATH)
         test_file.save()
-        self.assertEqual(test_file.the_file.get().length, 4971)
+        assert 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()
@@ -295,13 +290,13 @@ class FileTest(MongoDBTestCase):
         TestFile.drop_collection()
 
         test_file = TestFile()
-        self.assertFalse(bool(test_file.the_file))
+        assert not bool(test_file.the_file)
-        test_file.the_file.put(six.b("Hello, World!"), content_type="text/plain")
+        test_file.the_file.put(b"Hello, World!", content_type="text/plain")
         test_file.save()
-        self.assertTrue(bool(test_file.the_file))
+        assert bool(test_file.the_file)
 
         test_file = TestFile.objects.first()
-        self.assertEqual(test_file.the_file.content_type, "text/plain")
+        assert test_file.the_file.content_type == "text/plain"
 
     def test_file_cmp(self):
         """Test comparing against other types"""
@@ -310,15 +305,15 @@ class FileTest(MongoDBTestCase):
             the_file = FileField()
 
         test_file = TestFile()
-        self.assertNotIn(test_file.the_file, [{"test": 1}])
+        assert test_file.the_file not 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 = six.b("Hello, World!")
+        text = b"Hello, World!"
         content_type = "text/plain"
 
         testfile = TestFile()
@@ -330,16 +325,16 @@ class FileTest(MongoDBTestCase):
 
         files = db.fs.files.find()
         chunks = db.fs.chunks.find()
-        self.assertEqual(len(list(files)), 1)
+        assert len(list(files)) == 1
-        self.assertEqual(len(list(chunks)), 1)
+        assert len(list(chunks)) == 1
 
         # Deleting the docoument should delete the files
         testfile.delete()
 
         files = db.fs.files.find()
         chunks = db.fs.chunks.find()
-        self.assertEqual(len(list(files)), 0)
+        assert len(list(files)) == 0
-        self.assertEqual(len(list(chunks)), 0)
+        assert len(list(chunks)) == 0
 
         # Test case where we don't store a file in the first place
         testfile = TestFile()
@@ -347,48 +342,46 @@ class FileTest(MongoDBTestCase):
 
         files = db.fs.files.find()
         chunks = db.fs.chunks.find()
-        self.assertEqual(len(list(files)), 0)
+        assert len(list(files)) == 0
-        self.assertEqual(len(list(chunks)), 0)
+        assert len(list(chunks)) == 0
 
         testfile.delete()
 
         files = db.fs.files.find()
         chunks = db.fs.chunks.find()
-        self.assertEqual(len(list(files)), 0)
+        assert len(list(files)) == 0
-        self.assertEqual(len(list(chunks)), 0)
+        assert 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 = six.b("Bonjour, World!")
+        text = 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()
-        self.assertEqual(len(list(files)), 1)
+        assert len(list(files)) == 1
-        self.assertEqual(len(list(chunks)), 1)
+        assert len(list(chunks)) == 1
 
         testfile.delete()
 
         files = db.fs.files.find()
         chunks = db.fs.chunks.find()
-        self.assertEqual(len(list(files)), 0)
+        assert len(list(files)) == 0
-        self.assertEqual(len(list(chunks)), 0)
+        assert 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(six.b("Hello World!"))
+            f.write(b"Hello World!")
             f.flush()
 
             t = TestImage()
@@ -396,9 +389,7 @@ class FileTest(MongoDBTestCase):
                 t.image.put(f)
                 self.fail("Should have raised an invalidation error")
             except ValidationError as e:
-                self.assertEqual(
+                assert "%s" % e == "Invalid image: cannot identify image file %s" % f
-                    "%s" % e, "Invalid image: cannot identify image file %s" % f
-                )
 
         t = TestImage()
         t.image.put(get_file(TEST_IMAGE_PATH))
@@ -406,58 +397,31 @@ class FileTest(MongoDBTestCase):
 
         t = TestImage.objects.first()
 
-        self.assertEqual(t.image.format, "PNG")
+        assert t.image.format == "PNG"
 
         w, h = t.image.size
-        self.assertEqual(w, 371)
+        assert w == 371
-        self.assertEqual(h, 76)
+        assert 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()
-        self.assertEqual(test_file.the_file.size, (371, 76))
+        assert test_file.the_file.size == (371, 76)
 
         test_file = TestFile.objects.first()
         test_file.the_file = get_file(TEST_IMAGE2_PATH)
         test_file.save()
-        self.assertEqual(test_file.the_file.size, (45, 101))
+        assert 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))
-
-        TestImage.drop_collection()
-
-        t = TestImage()
-        t.image.put(get_file(TEST_IMAGE_PATH))
-        t.save()
-
-        t = TestImage.objects.first()
-
-        self.assertEqual(t.image.format, "PNG")
-        w, h = t.image.size
-
-        self.assertEqual(w, 185)
-        self.assertEqual(h, 37)
-
-        t.image.delete()
-
-    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))
 
@@ -469,20 +433,18 @@ class FileTest(MongoDBTestCase):
 
         t = TestImage.objects.first()
 
-        self.assertEqual(t.image.format, "PNG")
+        assert t.image.format == "PNG"
         w, h = t.image.size
 
-        self.assertEqual(w, 185)
+        assert w == 185
-        self.assertEqual(h, 37)
+        assert h == 37
 
         t.image.delete()
 
-    def test_image_field_thumbnail(self):
+    @require_pil
-        if not HAS_PIL:
+    def test_image_field_resize_force(self):
-            raise SkipTest("PIL not installed")
-
         class TestImage(Document):
-            image = ImageField(thumbnail_size=(92, 18))
+            image = ImageField(size=(185, 37, True))
 
         TestImage.drop_collection()
 
@@ -492,9 +454,30 @@ class FileTest(MongoDBTestCase):
 
         t = TestImage.objects.first()
 
-        self.assertEqual(t.image.thumbnail.format, "PNG")
+        assert t.image.format == "PNG"
-        self.assertEqual(t.image.thumbnail.width, 92)
+        w, h = t.image.size
-        self.assertEqual(t.image.thumbnail.height, 18)
+
+        assert w == 185
+        assert h == 37
+
+        t.image.delete()
+
+    @require_pil
+    def test_image_field_thumbnail(self):
+        class TestImage(Document):
+            image = ImageField(thumbnail_size=(92, 18, True))
+
+        TestImage.drop_collection()
+
+        t = TestImage()
+        t.image.put(get_file(TEST_IMAGE_PATH))
+        t.save()
+
+        t = TestImage.objects.first()
+
+        assert t.image.thumbnail.format == "PNG"
+        assert t.image.thumbnail.width == 92
+        assert t.image.thumbnail.height == 18
 
         t.image.delete()
 
@@ -514,21 +497,21 @@ class FileTest(MongoDBTestCase):
         # First instance
         test_file = TestFile()
         test_file.name = "Hello, World!"
-        test_file.the_file.put(six.b("Hello, World!"), name="hello.txt")
+        test_file.the_file.put(b"Hello, World!", name="hello.txt")
         test_file.save()
 
         data = get_db("test_files").macumba.files.find_one()
-        self.assertEqual(data.get("name"), "hello.txt")
+        assert data.get("name") == "hello.txt"
 
         test_file = TestFile.objects.first()
-        self.assertEqual(test_file.the_file.read(), six.b("Hello, World!"))
+        assert test_file.the_file.read() == b"Hello, World!"
 
         test_file = TestFile.objects.first()
-        test_file.the_file = six.b("HELLO, WORLD!")
+        test_file.the_file = b"Hello, World!"
         test_file.save()
 
         test_file = TestFile.objects.first()
-        self.assertEqual(test_file.the_file.read(), six.b("HELLO, WORLD!"))
+        assert test_file.the_file.read() == b"Hello, World!"
 
     def test_copyable(self):
         class PutFile(Document):
@@ -536,7 +519,7 @@ class FileTest(MongoDBTestCase):
 
         PutFile.drop_collection()
 
-        text = six.b("Hello, World!")
+        text = b"Hello, World!"
         content_type = "text/plain"
 
         putfile = PutFile()
@@ -546,14 +529,11 @@ class FileTest(MongoDBTestCase):
         class TestFile(Document):
             name = StringField()
 
-        self.assertEqual(putfile, copy.copy(putfile))
+        assert putfile == copy.copy(putfile)
-        self.assertEqual(putfile, copy.deepcopy(putfile))
+        assert 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()
@@ -569,9 +549,7 @@ class FileTest(MongoDBTestCase):
         test = TestImage.objects.first()
         grid_id = test.image1.grid_id
 
-        self.assertEqual(
+        assert 1 == TestImage.objects(Q(image1=grid_id) or Q(image2=grid_id)).count()
-            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"""
@@ -593,9 +571,9 @@ class FileTest(MongoDBTestCase):
         marmot.save()
 
         marmot = Animal.objects.get()
-        self.assertEqual(marmot.photos[0].content_type, "image/jpeg")
+        assert marmot.photos[0].content_type == "image/jpeg"
-        self.assertEqual(marmot.photos[0].foo, "bar")
+        assert marmot.photos[0].foo == "bar"
-        self.assertEqual(marmot.photos[0].get().length, 8313)
+        assert marmot.photos[0].get().length == 8313
 
 
 if __name__ == "__main__":

tests/fields/test_float_field.py

@@ -1,8 +1,6 @@
-# -*- coding: utf-8 -*-
+import pytest
-import six
 
 from mongoengine import *
-
 from tests.utils import MongoDBTestCase
 
 
@@ -16,12 +14,11 @@ class TestFloatField(MongoDBTestCase):
         TestDocument(float_fld=None).save()
         TestDocument(float_fld=1).save()
 
-        self.assertEqual(1, TestDocument.objects(float_fld__ne=None).count())
+        assert 1 == TestDocument.objects(float_fld__ne=None).count()
-        self.assertEqual(1, TestDocument.objects(float_fld__ne=1).count())
+        assert 1 == TestDocument.objects(float_fld__ne=1).count()
 
     def test_validation(self):
-        """Ensure that invalid values cannot be assigned to float fields.
+        """Ensure that invalid values cannot be assigned to float fields."""
-        """
 
         class Person(Document):
             height = FloatField(min_value=0.1, max_value=3.5)
@@ -34,25 +31,29 @@ class TestFloatField(MongoDBTestCase):
         person.validate()
 
         person.height = "2.0"
-        self.assertRaises(ValidationError, person.validate)
+        with pytest.raises(ValidationError):
+            person.validate()
 
         person.height = 0.01
-        self.assertRaises(ValidationError, person.validate)
+        with pytest.raises(ValidationError):
+            person.validate()
 
         person.height = 4.0
-        self.assertRaises(ValidationError, person.validate)
+        with pytest.raises(ValidationError):
+            person.validate()
 
         person_2 = Person(height="something invalid")
-        self.assertRaises(ValidationError, person_2.validate)
+        with pytest.raises(ValidationError):
+            person_2.validate()
 
         big_person = BigPerson()
 
-        for value, value_type in enumerate(six.integer_types):
+        big_person.height = int(0)
-            big_person.height = value_type(value)
+        big_person.validate()
-            big_person.validate()
 
         big_person.height = 2 ** 500
         big_person.validate()
 
         big_person.height = 2 ** 100000  # Too big for a float value
-        self.assertRaises(ValidationError, big_person.validate)
+        with pytest.raises(ValidationError):
+            big_person.validate()

tests/fields/test_geo_fields.py

@@ -1,23 +1,16 @@
-# -*- coding: utf-8 -*-
 import unittest
 
 from mongoengine import *
-from mongoengine.connection import get_db
+from tests.utils import MongoDBTestCase
-
-__all__ = ("GeoFieldTest",)
 
 
-class GeoFieldTest(unittest.TestCase):
+class TestGeoField(MongoDBTestCase):
-    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("Should not validate the location {0}".format(loc))
+            self.fail(f"Should not validate the location {loc}")
         except ValidationError as e:
-            self.assertEqual(expected, e.to_dict()["loc"])
+            assert expected == e.to_dict()["loc"]
 
     def test_geopoint_validation(self):
         class Location(Document):
@@ -297,15 +290,14 @@ class GeoFieldTest(unittest.TestCase):
         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()
-        self.assertEqual(geo_indicies, [{"fields": [("location", "2d")]}])
+        assert geo_indicies == [{"fields": [("location", "2d")]}]
 
     def test_geopoint_embedded_indexes(self):
         """Ensure that indexes are created automatically for GeoPointFields on
@@ -321,11 +313,10 @@ class GeoFieldTest(unittest.TestCase):
             venue = EmbeddedDocumentField(Venue)
 
         geo_indicies = Event._geo_indices()
-        self.assertEqual(geo_indicies, [{"fields": [("venue.location", "2d")]}])
+        assert 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()
@@ -334,13 +325,12 @@ class GeoFieldTest(unittest.TestCase):
             polygon = PolygonField()
 
         geo_indicies = Event._geo_indices()
-        self.assertIn({"fields": [("line", "2dsphere")]}, geo_indicies)
+        assert {"fields": [("line", "2dsphere")]} in geo_indicies
-        self.assertIn({"fields": [("polygon", "2dsphere")]}, geo_indicies)
+        assert {"fields": [("polygon", "2dsphere")]} in geo_indicies
-        self.assertIn({"fields": [("point", "2dsphere")]}, geo_indicies)
+        assert {"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()
@@ -353,9 +343,9 @@ class GeoFieldTest(unittest.TestCase):
             venue = EmbeddedDocumentField(Venue)
 
         geo_indicies = Event._geo_indices()
-        self.assertIn({"fields": [("venue.line", "2dsphere")]}, geo_indicies)
+        assert {"fields": [("venue.line", "2dsphere")]} in geo_indicies
-        self.assertIn({"fields": [("venue.polygon", "2dsphere")]}, geo_indicies)
+        assert {"fields": [("venue.polygon", "2dsphere")]} in geo_indicies
-        self.assertIn({"fields": [("venue.point", "2dsphere")]}, geo_indicies)
+        assert {"fields": [("venue.point", "2dsphere")]} in geo_indicies
 
     def test_geo_indexes_recursion(self):
         class Location(Document):
@@ -371,12 +361,12 @@ class GeoFieldTest(unittest.TestCase):
 
         Parent(name="Berlin").save()
         info = Parent._get_collection().index_information()
-        self.assertNotIn("location_2d", info)
+        assert "location_2d" not in info
         info = Location._get_collection().index_information()
-        self.assertIn("location_2d", info)
+        assert "location_2d" in info
 
-        self.assertEqual(len(Parent._geo_indices()), 0)
+        assert len(Parent._geo_indices()) == 0
-        self.assertEqual(len(Location._geo_indices()), 1)
+        assert len(Location._geo_indices()) == 1
 
     def test_geo_indexes_auto_index(self):
 
@@ -387,16 +377,16 @@ class GeoFieldTest(unittest.TestCase):
 
             meta = {"indexes": [[("location", "2dsphere"), ("datetime", 1)]]}
 
-        self.assertEqual([], Log._geo_indices())
+        assert Log._geo_indices() == []
 
         Log.drop_collection()
         Log.ensure_indexes()
 
         info = Log._get_collection().index_information()
-        self.assertEqual(
+        assert info["location_2dsphere_datetime_1"]["key"] == [
-            info["location_2dsphere_datetime_1"]["key"],
+            ("location", "2dsphere"),
-            [("location", "2dsphere"), ("datetime", 1)],
+            ("datetime", 1),
-        )
+        ]
 
         # Test listing explicitly
         class Log(Document):
@@ -407,16 +397,16 @@ class GeoFieldTest(unittest.TestCase):
                 "indexes": [{"fields": [("location", "2dsphere"), ("datetime", 1)]}]
             }
 
-        self.assertEqual([], Log._geo_indices())
+        assert Log._geo_indices() == []
 
         Log.drop_collection()
         Log.ensure_indexes()
 
         info = Log._get_collection().index_information()
-        self.assertEqual(
+        assert info["location_2dsphere_datetime_1"]["key"] == [
-            info["location_2dsphere_datetime_1"]["key"],
+            ("location", "2dsphere"),
-            [("location", "2dsphere"), ("datetime", 1)],
+            ("datetime", 1),
-        )
+        ]
 
 
 if __name__ == "__main__":

tests/fields/test_int_field.py

@@ -1,13 +1,12 @@
-# -*- coding: utf-8 -*-
+import pytest
-from mongoengine import *
 
+from mongoengine import *
 from tests.utils import MongoDBTestCase
 
 
 class TestIntField(MongoDBTestCase):
     def test_int_validation(self):
-        """Ensure that invalid values cannot be assigned to int fields.
+        """Ensure that invalid values cannot be assigned to int fields."""
-        """
 
         class Person(Document):
             age = IntField(min_value=0, max_value=110)
@@ -23,11 +22,14 @@ class TestIntField(MongoDBTestCase):
         person.validate()
 
         person.age = -1
-        self.assertRaises(ValidationError, person.validate)
+        with pytest.raises(ValidationError):
+            person.validate()
         person.age = 120
-        self.assertRaises(ValidationError, person.validate)
+        with pytest.raises(ValidationError):
+            person.validate()
         person.age = "ten"
-        self.assertRaises(ValidationError, person.validate)
+        with pytest.raises(ValidationError):
+            person.validate()
 
     def test_ne_operator(self):
         class TestDocument(Document):
@@ -38,5 +40,5 @@ class TestIntField(MongoDBTestCase):
         TestDocument(int_fld=None).save()
         TestDocument(int_fld=1).save()
 
-        self.assertEqual(1, TestDocument.objects(int_fld__ne=None).count())
+        assert 1 == TestDocument.objects(int_fld__ne=None).count()
-        self.assertEqual(1, TestDocument.objects(int_fld__ne=1).count())
+        assert 1 == TestDocument.objects(int_fld__ne=1).count()

tests/fields/test_lazy_reference_field.py

@@ -1,9 +1,9 @@
-# -*- coding: utf-8 -*-
+import pytest
 from bson import DBRef, ObjectId
 
 from mongoengine import *
 from mongoengine.base import LazyReference
-
+from mongoengine.context_managers import query_counter
 from tests.utils import MongoDBTestCase
 
 
@@ -11,7 +11,8 @@ class TestLazyReferenceField(MongoDBTestCase):
     def test_lazy_reference_config(self):
         # Make sure ReferenceField only accepts a document class or a string
         # with a document class name.
-        self.assertRaises(ValidationError, LazyReferenceField, EmbeddedDocument)
+        with pytest.raises(ValidationError):
+            LazyReferenceField(EmbeddedDocument)
 
     def test___repr__(self):
         class Animal(Document):
@@ -25,7 +26,7 @@ class TestLazyReferenceField(MongoDBTestCase):
 
         animal = Animal()
         oc = Ocurrence(animal=animal)
-        self.assertIn("LazyReference", repr(oc.animal))
+        assert "LazyReference" in repr(oc.animal)
 
     def test___getattr___unknown_attr_raises_attribute_error(self):
         class Animal(Document):
@@ -39,7 +40,7 @@ class TestLazyReferenceField(MongoDBTestCase):
 
         animal = Animal().save()
         oc = Ocurrence(animal=animal)
-        with self.assertRaises(AttributeError):
+        with pytest.raises(AttributeError):
             oc.animal.not_exist
 
     def test_lazy_reference_simple(self):
@@ -57,19 +58,19 @@ class TestLazyReferenceField(MongoDBTestCase):
         animal = Animal(name="Leopard", tag="heavy").save()
         Ocurrence(person="test", animal=animal).save()
         p = Ocurrence.objects.get()
-        self.assertIsInstance(p.animal, LazyReference)
+        assert isinstance(p.animal, LazyReference)
         fetched_animal = p.animal.fetch()
-        self.assertEqual(fetched_animal, animal)
+        assert fetched_animal == animal
         # `fetch` keep cache on referenced document by default...
         animal.tag = "not so heavy"
         animal.save()
         double_fetch = p.animal.fetch()
-        self.assertIs(fetched_animal, double_fetch)
+        assert fetched_animal is double_fetch
-        self.assertEqual(double_fetch.tag, "heavy")
+        assert double_fetch.tag == "heavy"
         # ...unless specified otherwise
         fetch_force = p.animal.fetch(force=True)
-        self.assertIsNot(fetch_force, fetched_animal)
+        assert fetch_force is not fetched_animal
-        self.assertEqual(fetch_force.tag, "not so heavy")
+        assert fetch_force.tag == "not so heavy"
 
     def test_lazy_reference_fetch_invalid_ref(self):
         class Animal(Document):
@@ -87,8 +88,8 @@ class TestLazyReferenceField(MongoDBTestCase):
         Ocurrence(person="test", animal=animal).save()
         animal.delete()
         p = Ocurrence.objects.get()
-        self.assertIsInstance(p.animal, LazyReference)
+        assert isinstance(p.animal, LazyReference)
-        with self.assertRaises(DoesNotExist):
+        with pytest.raises(DoesNotExist):
             p.animal.fetch()
 
     def test_lazy_reference_set(self):
@@ -122,7 +123,7 @@ class TestLazyReferenceField(MongoDBTestCase):
         ):
             p = Ocurrence(person="test", animal=ref).save()
             p.reload()
-            self.assertIsInstance(p.animal, LazyReference)
+            assert isinstance(p.animal, LazyReference)
             p.animal.fetch()
 
     def test_lazy_reference_bad_set(self):
@@ -149,8 +150,8 @@ class TestLazyReferenceField(MongoDBTestCase):
             DBRef(baddoc._get_collection_name(), animal.pk),
             LazyReference(BadDoc, animal.pk),
         ):
-            with self.assertRaises(ValidationError):
+            with pytest.raises(ValidationError):
-                p = Ocurrence(person="test", animal=bad).save()
+                Ocurrence(person="test", animal=bad).save()
 
     def test_lazy_reference_query_conversion(self):
         """Ensure that LazyReferenceFields can be queried using objects and values
@@ -179,14 +180,14 @@ class TestLazyReferenceField(MongoDBTestCase):
         post2.save()
 
         post = BlogPost.objects(author=m1).first()
-        self.assertEqual(post.id, post1.id)
+        assert post.id == post1.id
 
         post = BlogPost.objects(author=m2).first()
-        self.assertEqual(post.id, post2.id)
+        assert post.id == post2.id
 
         # Same thing by passing a LazyReference instance
         post = BlogPost.objects(author=LazyReference(Member, m2.pk)).first()
-        self.assertEqual(post.id, post2.id)
+        assert post.id == post2.id
 
     def test_lazy_reference_query_conversion_dbref(self):
         """Ensure that LazyReferenceFields can be queried using objects and values
@@ -215,14 +216,14 @@ class TestLazyReferenceField(MongoDBTestCase):
         post2.save()
 
         post = BlogPost.objects(author=m1).first()
-        self.assertEqual(post.id, post1.id)
+        assert post.id == post1.id
 
         post = BlogPost.objects(author=m2).first()
-        self.assertEqual(post.id, post2.id)
+        assert post.id == post2.id
 
         # Same thing by passing a LazyReference instance
         post = BlogPost.objects(author=LazyReference(Member, m2.pk)).first()
-        self.assertEqual(post.id, post2.id)
+        assert post.id == post2.id
 
     def test_lazy_reference_passthrough(self):
         class Animal(Document):
@@ -239,20 +240,20 @@ class TestLazyReferenceField(MongoDBTestCase):
         animal = Animal(name="Leopard", tag="heavy").save()
         Ocurrence(animal=animal, animal_passthrough=animal).save()
         p = Ocurrence.objects.get()
-        self.assertIsInstance(p.animal, LazyReference)
+        assert isinstance(p.animal, LazyReference)
-        with self.assertRaises(KeyError):
+        with pytest.raises(KeyError):
             p.animal["name"]
-        with self.assertRaises(AttributeError):
+        with pytest.raises(AttributeError):
             p.animal.name
-        self.assertEqual(p.animal.pk, animal.pk)
+        assert p.animal.pk == animal.pk
 
-        self.assertEqual(p.animal_passthrough.name, "Leopard")
+        assert p.animal_passthrough.name == "Leopard"
-        self.assertEqual(p.animal_passthrough["name"], "Leopard")
+        assert p.animal_passthrough["name"] == "Leopard"
 
         # Should not be able to access referenced document's methods
-        with self.assertRaises(AttributeError):
+        with pytest.raises(AttributeError):
             p.animal.save
-        with self.assertRaises(KeyError):
+        with pytest.raises(KeyError):
             p.animal["save"]
 
     def test_lazy_reference_not_set(self):
@@ -269,7 +270,7 @@ class TestLazyReferenceField(MongoDBTestCase):
 
         Ocurrence(person="foo").save()
         p = Ocurrence.objects.get()
-        self.assertIs(p.animal, None)
+        assert p.animal is None
 
     def test_lazy_reference_equality(self):
         class Animal(Document):
@@ -280,12 +281,12 @@ class TestLazyReferenceField(MongoDBTestCase):
 
         animal = Animal(name="Leopard", tag="heavy").save()
         animalref = LazyReference(Animal, animal.pk)
-        self.assertEqual(animal, animalref)
+        assert animal == animalref
-        self.assertEqual(animalref, animal)
+        assert animalref == animal
 
         other_animalref = LazyReference(Animal, ObjectId("54495ad94c934721ede76f90"))
-        self.assertNotEqual(animal, other_animalref)
+        assert animal != other_animalref
-        self.assertNotEqual(other_animalref, animal)
+        assert other_animalref != animal
 
     def test_lazy_reference_embedded(self):
         class Animal(Document):
@@ -308,12 +309,12 @@ class TestLazyReferenceField(MongoDBTestCase):
         animal2 = Animal(name="cheeta").save()
 
         def check_fields_type(occ):
-            self.assertIsInstance(occ.direct, LazyReference)
+            assert isinstance(occ.direct, LazyReference)
             for elem in occ.in_list:
-                self.assertIsInstance(elem, LazyReference)
+                assert isinstance(elem, LazyReference)
-            self.assertIsInstance(occ.in_embedded.direct, LazyReference)
+            assert isinstance(occ.in_embedded.direct, LazyReference)
             for elem in occ.in_embedded.in_list:
-                self.assertIsInstance(elem, LazyReference)
+                assert isinstance(elem, LazyReference)
 
         occ = Ocurrence(
             in_list=[animal1, animal2],
@@ -329,6 +330,70 @@ class TestLazyReferenceField(MongoDBTestCase):
         occ.in_embedded.in_list = [animal1.id, animal2.id]
         check_fields_type(occ)
 
+    def test_lazy_reference_embedded_dereferencing(self):
+        # Test case for #2375
+
+        # -- Test documents
+
+        class Author(Document):
+            name = StringField()
+
+        class AuthorReference(EmbeddedDocument):
+            author = LazyReferenceField(Author)
+
+        class Book(Document):
+            authors = EmbeddedDocumentListField(AuthorReference)
+
+        # -- Cleanup
+
+        Author.drop_collection()
+        Book.drop_collection()
+
+        # -- Create test data
+
+        author_1 = Author(name="A1").save()
+        author_2 = Author(name="A2").save()
+        author_3 = Author(name="A3").save()
+        book = Book(
+            authors=[
+                AuthorReference(author=author_1),
+                AuthorReference(author=author_2),
+                AuthorReference(author=author_3),
+            ]
+        ).save()
+
+        with query_counter() as qc:
+            book = Book.objects.first()
+            # Accessing the list must not trigger dereferencing.
+            book.authors
+            assert qc == 1
+
+        for ref in book.authors:
+            with pytest.raises(AttributeError):
+                ref["author"].name
+            assert isinstance(ref.author, LazyReference)
+            assert isinstance(ref.author.id, ObjectId)
+
+    def test_lazy_reference_in_list_with_changed_element(self):
+        class Animal(Document):
+            name = StringField()
+            tag = StringField()
+
+        class Ocurrence(Document):
+            in_list = ListField(LazyReferenceField(Animal))
+
+        Animal.drop_collection()
+        Ocurrence.drop_collection()
+
+        animal1 = Animal(name="doggo").save()
+
+        animal1.tag = "blue"
+
+        occ = Ocurrence(in_list=[animal1]).save()
+        animal1.save()
+        assert isinstance(occ.in_list[0], LazyReference)
+        assert occ.in_list[0].pk == animal1.pk
+
 
 class TestGenericLazyReferenceField(MongoDBTestCase):
     def test_generic_lazy_reference_simple(self):
@@ -346,19 +411,19 @@ class TestGenericLazyReferenceField(MongoDBTestCase):
         animal = Animal(name="Leopard", tag="heavy").save()
         Ocurrence(person="test", animal=animal).save()
         p = Ocurrence.objects.get()
-        self.assertIsInstance(p.animal, LazyReference)
+        assert isinstance(p.animal, LazyReference)
         fetched_animal = p.animal.fetch()
-        self.assertEqual(fetched_animal, animal)
+        assert fetched_animal == animal
         # `fetch` keep cache on referenced document by default...
         animal.tag = "not so heavy"
         animal.save()
         double_fetch = p.animal.fetch()
-        self.assertIs(fetched_animal, double_fetch)
+        assert fetched_animal is double_fetch
-        self.assertEqual(double_fetch.tag, "heavy")
+        assert double_fetch.tag == "heavy"
         # ...unless specified otherwise
         fetch_force = p.animal.fetch(force=True)
-        self.assertIsNot(fetch_force, fetched_animal)
+        assert fetch_force is not fetched_animal
-        self.assertEqual(fetch_force.tag, "not so heavy")
+        assert fetch_force.tag == "not so heavy"
 
     def test_generic_lazy_reference_choices(self):
         class Animal(Document):
@@ -384,14 +449,14 @@ class TestGenericLazyReferenceField(MongoDBTestCase):
         mineral = Mineral(name="Granite").save()
 
         occ_animal = Ocurrence(living_thing=animal, thing=animal).save()
-        occ_vegetal = Ocurrence(living_thing=vegetal, thing=vegetal).save()
+        _ = Ocurrence(living_thing=vegetal, thing=vegetal).save()
-        with self.assertRaises(ValidationError):
+        with pytest.raises(ValidationError):
             Ocurrence(living_thing=mineral).save()
 
         occ = Ocurrence.objects.get(living_thing=animal)
-        self.assertEqual(occ, occ_animal)
+        assert occ == occ_animal
-        self.assertIsInstance(occ.thing, LazyReference)
+        assert isinstance(occ.thing, LazyReference)
-        self.assertIsInstance(occ.living_thing, LazyReference)
+        assert isinstance(occ.living_thing, LazyReference)
 
         occ.thing = vegetal
         occ.living_thing = vegetal
@@ -399,7 +464,7 @@ class TestGenericLazyReferenceField(MongoDBTestCase):
 
         occ.thing = mineral
         occ.living_thing = mineral
-        with self.assertRaises(ValidationError):
+        with pytest.raises(ValidationError):
             occ.save()
 
     def test_generic_lazy_reference_set(self):
@@ -434,7 +499,7 @@ class TestGenericLazyReferenceField(MongoDBTestCase):
         ):
             p = Ocurrence(person="test", animal=ref).save()
             p.reload()
-            self.assertIsInstance(p.animal, (LazyReference, Document))
+            assert isinstance(p.animal, (LazyReference, Document))
             p.animal.fetch()
 
     def test_generic_lazy_reference_bad_set(self):
@@ -455,8 +520,8 @@ class TestGenericLazyReferenceField(MongoDBTestCase):
         animal = Animal(name="Leopard", tag="heavy").save()
         baddoc = BadDoc().save()
         for bad in (42, "foo", baddoc, LazyReference(BadDoc, animal.pk)):
-            with self.assertRaises(ValidationError):
+            with pytest.raises(ValidationError):
-                p = Ocurrence(person="test", animal=bad).save()
+                Ocurrence(person="test", animal=bad).save()
 
     def test_generic_lazy_reference_query_conversion(self):
         class Member(Document):
@@ -481,14 +546,14 @@ class TestGenericLazyReferenceField(MongoDBTestCase):
         post2.save()
 
         post = BlogPost.objects(author=m1).first()
-        self.assertEqual(post.id, post1.id)
+        assert post.id == post1.id
 
         post = BlogPost.objects(author=m2).first()
-        self.assertEqual(post.id, post2.id)
+        assert post.id == post2.id
 
         # Same thing by passing a LazyReference instance
         post = BlogPost.objects(author=LazyReference(Member, m2.pk)).first()
-        self.assertEqual(post.id, post2.id)
+        assert post.id == post2.id
 
     def test_generic_lazy_reference_not_set(self):
         class Animal(Document):
@@ -504,7 +569,7 @@ class TestGenericLazyReferenceField(MongoDBTestCase):
 
         Ocurrence(person="foo").save()
         p = Ocurrence.objects.get()
-        self.assertIs(p.animal, None)
+        assert p.animal is None
 
     def test_generic_lazy_reference_accepts_string_instead_of_class(self):
         class Animal(Document):
@@ -521,7 +586,7 @@ class TestGenericLazyReferenceField(MongoDBTestCase):
         animal = Animal().save()
         Ocurrence(animal=animal).save()
         p = Ocurrence.objects.get()
-        self.assertEqual(p.animal, animal)
+        assert p.animal == animal
 
     def test_generic_lazy_reference_embedded(self):
         class Animal(Document):
@@ -544,12 +609,12 @@ class TestGenericLazyReferenceField(MongoDBTestCase):
         animal2 = Animal(name="cheeta").save()
 
         def check_fields_type(occ):
-            self.assertIsInstance(occ.direct, LazyReference)
+            assert isinstance(occ.direct, LazyReference)
             for elem in occ.in_list:
-                self.assertIsInstance(elem, LazyReference)
+                assert isinstance(elem, LazyReference)
-            self.assertIsInstance(occ.in_embedded.direct, LazyReference)
+            assert isinstance(occ.in_embedded.direct, LazyReference)
             for elem in occ.in_embedded.in_list:
-                self.assertIsInstance(elem, LazyReference)
+                assert isinstance(elem, LazyReference)
 
         occ = Ocurrence(
             in_list=[animal1, animal2],

tests/fields/test_long_field.py

@@ -1,18 +1,28 @@
-# -*- coding: utf-8 -*-
+import pytest
-import six
+from bson.int64 import Int64
-
-try:
-    from bson.int64 import Int64
-except ImportError:
-    Int64 = long
 
 from mongoengine import *
 from mongoengine.connection import get_db
-
+from tests.utils import MongoDBTestCase, get_as_pymongo
-from tests.utils import MongoDBTestCase
 
 
 class TestLongField(MongoDBTestCase):
+    def test_storage(self):
+        class Person(Document):
+            value = LongField()
+
+        Person.drop_collection()
+        person = Person(value=5000)
+        person.save()
+        assert get_as_pymongo(person) == {"_id": person.id, "value": 5000}
+
+    def test_construction_does_not_fail_with_invalid_value(self):
+        class Person(Document):
+            value = LongField()
+
+        person = Person(value="not_an_int")
+        assert person.value == "not_an_int"
+
     def test_long_field_is_considered_as_int64(self):
         """
         Tests that long fields are stored as long in mongo, even if long
@@ -24,28 +34,27 @@ class TestLongField(MongoDBTestCase):
 
         doc = TestLongFieldConsideredAsInt64(some_long=42).save()
         db = get_db()
-        self.assertIsInstance(
+        assert isinstance(
             db.test_long_field_considered_as_int64.find()[0]["some_long"], Int64
         )
-        self.assertIsInstance(doc.some_long, six.integer_types)
+        assert isinstance(doc.some_long, int)
 
     def test_long_validation(self):
-        """Ensure that invalid values cannot be assigned to long fields.
+        """Ensure that invalid values cannot be assigned to long fields."""
-        """
 
         class TestDocument(Document):
             value = LongField(min_value=0, max_value=110)
 
-        doc = TestDocument()
+        TestDocument(value=50).validate()
-        doc.value = 50
-        doc.validate()
 
-        doc.value = -1
+        with pytest.raises(ValidationError):
-        self.assertRaises(ValidationError, doc.validate)
+            TestDocument(value=-1).validate()
-        doc.value = 120
+
-        self.assertRaises(ValidationError, doc.validate)
+        with pytest.raises(ValidationError):
-        doc.value = "ten"
+            TestDocument(value=120).validate()
-        self.assertRaises(ValidationError, doc.validate)
+
+        with pytest.raises(ValidationError):
+            TestDocument(value="ten").validate()
 
     def test_long_ne_operator(self):
         class TestDocument(Document):
@@ -56,4 +65,5 @@ class TestLongField(MongoDBTestCase):
         TestDocument(long_fld=None).save()
         TestDocument(long_fld=1).save()
 
-        self.assertEqual(1, TestDocument.objects(long_fld__ne=None).count())
+        assert TestDocument.objects(long_fld__ne=None).count() == 1
+        assert TestDocument.objects(long_fld__ne=1).count() == 1

tests/fields/test_map_field.py

@@ -1,8 +1,8 @@
-# -*- coding: utf-8 -*-
 import datetime
 
-from mongoengine import *
+import pytest
 
+from mongoengine import *
 from tests.utils import MongoDBTestCase
 
 
@@ -19,11 +19,11 @@ class TestMapField(MongoDBTestCase):
         e.mapping["someint"] = 1
         e.save()
 
-        with self.assertRaises(ValidationError):
+        with pytest.raises(ValidationError):
             e.mapping["somestring"] = "abc"
             e.save()
 
-        with self.assertRaises(ValidationError):
+        with pytest.raises(ValidationError):
 
             class NoDeclaredType(Document):
                 mapping = MapField()
@@ -51,10 +51,10 @@ class TestMapField(MongoDBTestCase):
         e.save()
 
         e2 = Extensible.objects.get(id=e.id)
-        self.assertIsInstance(e2.mapping["somestring"], StringSetting)
+        assert isinstance(e2.mapping["somestring"], StringSetting)
-        self.assertIsInstance(e2.mapping["someint"], IntegerSetting)
+        assert isinstance(e2.mapping["someint"], IntegerSetting)
 
-        with self.assertRaises(ValidationError):
+        with pytest.raises(ValidationError):
             e.mapping["someint"] = 123
             e.save()
 
@@ -74,9 +74,9 @@ class TestMapField(MongoDBTestCase):
         Test.objects.update_one(inc__my_map__DICTIONARY_KEY__number=1)
 
         test = Test.objects.get()
-        self.assertEqual(test.my_map["DICTIONARY_KEY"].number, 2)
+        assert test.my_map["DICTIONARY_KEY"].number == 2
         doc = self.db.test.find_one()
-        self.assertEqual(doc["x"]["DICTIONARY_KEY"]["i"], 2)
+        assert doc["x"]["DICTIONARY_KEY"]["i"] == 2
 
     def test_mapfield_numerical_index(self):
         """Ensure that MapField accept numeric strings as indexes."""
@@ -116,13 +116,13 @@ class TestMapField(MongoDBTestCase):
             actions={"friends": Action(operation="drink", object="beer")},
         ).save()
 
-        self.assertEqual(1, Log.objects(visited__friends__exists=True).count())
+        assert 1 == Log.objects(visited__friends__exists=True).count()
 
-        self.assertEqual(
+        assert (
-            1,
+            1
-            Log.objects(
+            == Log.objects(
                 actions__friends__operation="drink", actions__friends__object="beer"
-            ).count(),
+            ).count()
         )
 
     def test_map_field_unicode(self):
@@ -135,11 +135,11 @@ class TestMapField(MongoDBTestCase):
 
         BlogPost.drop_collection()
 
-        tree = BlogPost(info_dict={u"éééé": {"description": u"VALUE: éééé"}})
+        tree = BlogPost(info_dict={"éééé": {"description": "VALUE: éééé"}})
 
         tree.save()
 
-        self.assertEqual(
+        assert (
-            BlogPost.objects.get(id=tree.id).info_dict[u"éééé"].description,
+            BlogPost.objects.get(id=tree.id).info_dict["éééé"].description
-            u"VALUE: éééé",
+            == "VALUE: éééé"
         )

tests/fields/test_reference_field.py

@@ -1,8 +1,7 @@
-# -*- coding: utf-8 -*-
+import pytest
 from bson import SON, DBRef
 
 from mongoengine import *
-
 from tests.utils import MongoDBTestCase
 
 
@@ -24,19 +23,22 @@ class TestReferenceField(MongoDBTestCase):
 
         # Make sure ReferenceField only accepts a document class or a string
         # with a document class name.
-        self.assertRaises(ValidationError, ReferenceField, EmbeddedDocument)
+        with pytest.raises(ValidationError):
+            ReferenceField(EmbeddedDocument)
 
         user = User(name="Test User")
 
         # Ensure that the referenced object must have been saved
         post1 = BlogPost(content="Chips and gravy taste good.")
         post1.author = user
-        self.assertRaises(ValidationError, post1.save)
+        with pytest.raises(ValidationError):
+            post1.save()
 
         # Check that an invalid object type cannot be used
         post2 = BlogPost(content="Chips and chilli taste good.")
         post1.author = post2
-        self.assertRaises(ValidationError, post1.validate)
+        with pytest.raises(ValidationError):
+            post1.validate()
 
         # Ensure ObjectID's are accepted as references
         user_object_id = user.pk
@@ -52,22 +54,8 @@ class TestReferenceField(MongoDBTestCase):
         # Make sure referencing a saved document of the *wrong* type fails
         post2.save()
         post1.author = post2
-        self.assertRaises(ValidationError, post1.validate)
+        with pytest.raises(ValidationError):
-
+            post1.validate()
-    def test_objectid_reference_fields(self):
-        """Make sure storing Object ID references works."""
-
-        class Person(Document):
-            name = StringField()
-            parent = ReferenceField("self")
-
-        Person.drop_collection()
-
-        p1 = Person(name="John").save()
-        Person(name="Ross", parent=p1.pk).save()
-
-        p = Person.objects.get(name="Ross")
-        self.assertEqual(p.parent, p1)
 
     def test_dbref_reference_fields(self):
         """Make sure storing references as bson.dbref.DBRef works."""
@@ -81,13 +69,12 @@ class TestReferenceField(MongoDBTestCase):
         p1 = Person(name="John").save()
         Person(name="Ross", parent=p1).save()
 
-        self.assertEqual(
+        assert Person._get_collection().find_one({"name": "Ross"})["parent"] == DBRef(
-            Person._get_collection().find_one({"name": "Ross"})["parent"],
+            "person", p1.pk
-            DBRef("person", p1.pk),
         )
 
         p = Person.objects.get(name="Ross")
-        self.assertEqual(p.parent, p1)
+        assert p.parent == p1
 
     def test_dbref_to_mongo(self):
         """Make sure that calling to_mongo on a ReferenceField which
@@ -100,9 +87,7 @@ class TestReferenceField(MongoDBTestCase):
             parent = ReferenceField("self", dbref=False)
 
         p = Person(name="Steve", parent=DBRef("person", "abcdefghijklmnop"))
-        self.assertEqual(
+        assert p.to_mongo() == SON([("name", "Steve"), ("parent", "abcdefghijklmnop")])
-            p.to_mongo(), SON([("name", u"Steve"), ("parent", "abcdefghijklmnop")])
-        )
 
     def test_objectid_reference_fields(self):
         class Person(Document):
@@ -116,14 +101,13 @@ class TestReferenceField(MongoDBTestCase):
 
         col = Person._get_collection()
         data = col.find_one({"name": "Ross"})
-        self.assertEqual(data["parent"], p1.pk)
+        assert data["parent"] == p1.pk
 
         p = Person.objects.get(name="Ross")
-        self.assertEqual(p.parent, p1)
+        assert p.parent == p1
 
     def test_undefined_reference(self):
-        """Ensure that ReferenceFields may reference undefined Documents.
+        """Ensure that ReferenceFields may reference undefined Documents."""
-        """
 
         class Product(Document):
             name = StringField()
@@ -144,14 +128,14 @@ class TestReferenceField(MongoDBTestCase):
         me.save()
 
         obj = Product.objects(company=ten_gen).first()
-        self.assertEqual(obj, mongodb)
+        assert obj == mongodb
-        self.assertEqual(obj.company, ten_gen)
+        assert obj.company == ten_gen
 
         obj = Product.objects(company=None).first()
-        self.assertEqual(obj, me)
+        assert obj == me
 
         obj = Product.objects.get(company=None)
-        self.assertEqual(obj, me)
+        assert obj == me
 
     def test_reference_query_conversion(self):
         """Ensure that ReferenceFields can be queried using objects and values
@@ -180,10 +164,10 @@ class TestReferenceField(MongoDBTestCase):
         post2.save()
 
         post = BlogPost.objects(author=m1).first()
-        self.assertEqual(post.id, post1.id)
+        assert post.id == post1.id
 
         post = BlogPost.objects(author=m2).first()
-        self.assertEqual(post.id, post2.id)
+        assert post.id == post2.id
 
     def test_reference_query_conversion_dbref(self):
         """Ensure that ReferenceFields can be queried using objects and values
@@ -212,7 +196,7 @@ class TestReferenceField(MongoDBTestCase):
         post2.save()
 
         post = BlogPost.objects(author=m1).first()
-        self.assertEqual(post.id, post1.id)
+        assert post.id == post1.id
 
         post = BlogPost.objects(author=m2).first()
-        self.assertEqual(post.id, post2.id)
+        assert post.id == post2.id

tests/fields/test_sequence_field.py

@@ -1,7 +1,4 @@
-# -*- coding: utf-8 -*-
-
 from mongoengine import *
-
 from tests.utils import MongoDBTestCase
 
 
@@ -18,17 +15,17 @@ class TestSequenceField(MongoDBTestCase):
             Person(name="Person %s" % x).save()
 
         c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
         ids = [i.id for i in Person.objects]
-        self.assertEqual(ids, range(1, 11))
+        assert ids == list(range(1, 11))
 
         c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
         Person.id.set_next_value(1000)
         c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
-        self.assertEqual(c["next"], 1000)
+        assert c["next"] == 1000
 
     def test_sequence_field_get_next_value(self):
         class Person(Document):
@@ -41,10 +38,10 @@ class TestSequenceField(MongoDBTestCase):
         for x in range(10):
             Person(name="Person %s" % x).save()
 
-        self.assertEqual(Person.id.get_next_value(), 11)
+        assert Person.id.get_next_value() == 11
         self.db["mongoengine.counters"].drop()
 
-        self.assertEqual(Person.id.get_next_value(), 1)
+        assert Person.id.get_next_value() == 1
 
         class Person(Document):
             id = SequenceField(primary_key=True, value_decorator=str)
@@ -56,10 +53,10 @@ class TestSequenceField(MongoDBTestCase):
         for x in range(10):
             Person(name="Person %s" % x).save()
 
-        self.assertEqual(Person.id.get_next_value(), "11")
+        assert Person.id.get_next_value() == "11"
         self.db["mongoengine.counters"].drop()
 
-        self.assertEqual(Person.id.get_next_value(), "1")
+        assert Person.id.get_next_value() == "1"
 
     def test_sequence_field_sequence_name(self):
         class Person(Document):
@@ -73,17 +70,17 @@ class TestSequenceField(MongoDBTestCase):
             Person(name="Person %s" % x).save()
 
         c = self.db["mongoengine.counters"].find_one({"_id": "jelly.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
         ids = [i.id for i in Person.objects]
-        self.assertEqual(ids, range(1, 11))
+        assert ids == list(range(1, 11))
 
         c = self.db["mongoengine.counters"].find_one({"_id": "jelly.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
         Person.id.set_next_value(1000)
         c = self.db["mongoengine.counters"].find_one({"_id": "jelly.id"})
-        self.assertEqual(c["next"], 1000)
+        assert c["next"] == 1000
 
     def test_multiple_sequence_fields(self):
         class Person(Document):
@@ -98,24 +95,24 @@ class TestSequenceField(MongoDBTestCase):
             Person(name="Person %s" % x).save()
 
         c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
         ids = [i.id for i in Person.objects]
-        self.assertEqual(ids, range(1, 11))
+        assert ids == list(range(1, 11))
 
         counters = [i.counter for i in Person.objects]
-        self.assertEqual(counters, range(1, 11))
+        assert counters == list(range(1, 11))
 
         c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
         Person.id.set_next_value(1000)
         c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
-        self.assertEqual(c["next"], 1000)
+        assert c["next"] == 1000
 
         Person.counter.set_next_value(999)
         c = self.db["mongoengine.counters"].find_one({"_id": "person.counter"})
-        self.assertEqual(c["next"], 999)
+        assert c["next"] == 999
 
     def test_sequence_fields_reload(self):
         class Animal(Document):
@@ -127,20 +124,20 @@ class TestSequenceField(MongoDBTestCase):
 
         a = Animal(name="Boi").save()
 
-        self.assertEqual(a.counter, 1)
+        assert a.counter == 1
         a.reload()
-        self.assertEqual(a.counter, 1)
+        assert a.counter == 1
 
         a.counter = None
-        self.assertEqual(a.counter, 2)
+        assert a.counter == 2
         a.save()
 
-        self.assertEqual(a.counter, 2)
+        assert a.counter == 2
 
         a = Animal.objects.first()
-        self.assertEqual(a.counter, 2)
+        assert a.counter == 2
         a.reload()
-        self.assertEqual(a.counter, 2)
+        assert a.counter == 2
 
     def test_multiple_sequence_fields_on_docs(self):
         class Animal(Document):
@@ -160,22 +157,22 @@ class TestSequenceField(MongoDBTestCase):
             Person(name="Person %s" % x).save()
 
         c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
         c = self.db["mongoengine.counters"].find_one({"_id": "animal.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
         ids = [i.id for i in Person.objects]
-        self.assertEqual(ids, range(1, 11))
+        assert ids == list(range(1, 11))
 
-        id = [i.id for i in Animal.objects]
+        _id = [i.id for i in Animal.objects]
-        self.assertEqual(id, range(1, 11))
+        assert _id == list(range(1, 11))
 
         c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
         c = self.db["mongoengine.counters"].find_one({"_id": "animal.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
     def test_sequence_field_value_decorator(self):
         class Person(Document):
@@ -190,13 +187,13 @@ class TestSequenceField(MongoDBTestCase):
             p.save()
 
         c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
         ids = [i.id for i in Person.objects]
-        self.assertEqual(ids, map(str, range(1, 11)))
+        assert ids == [str(i) for i in range(1, 11)]
 
         c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
-        self.assertEqual(c["next"], 10)
+        assert c["next"] == 10
 
     def test_embedded_sequence_field(self):
         class Comment(EmbeddedDocument):
@@ -218,10 +215,10 @@ class TestSequenceField(MongoDBTestCase):
             ],
         ).save()
         c = self.db["mongoengine.counters"].find_one({"_id": "comment.id"})
-        self.assertEqual(c["next"], 2)
+        assert c["next"] == 2
         post = Post.objects.first()
-        self.assertEqual(1, post.comments[0].id)
+        assert 1 == post.comments[0].id
-        self.assertEqual(2, post.comments[1].id)
+        assert 2 == post.comments[1].id
 
     def test_inherited_sequencefield(self):
         class Base(Document):
@@ -241,16 +238,14 @@ class TestSequenceField(MongoDBTestCase):
         foo = Foo(name="Foo")
         foo.save()
 
-        self.assertTrue(
+        assert "base.counter" in self.db["mongoengine.counters"].find().distinct("_id")
-            "base.counter" in self.db["mongoengine.counters"].find().distinct("_id")
+        assert not (
-        )
-        self.assertFalse(
             ("foo.counter" or "bar.counter")
             in self.db["mongoengine.counters"].find().distinct("_id")
         )
-        self.assertNotEqual(foo.counter, bar.counter)
+        assert foo.counter != bar.counter
-        self.assertEqual(foo._fields["counter"].owner_document, Base)
+        assert foo._fields["counter"].owner_document == Base
-        self.assertEqual(bar._fields["counter"].owner_document, Base)
+        assert bar._fields["counter"].owner_document == Base
 
     def test_no_inherited_sequencefield(self):
         class Base(Document):
@@ -269,13 +264,34 @@ class TestSequenceField(MongoDBTestCase):
         foo = Foo(name="Foo")
         foo.save()
 
-        self.assertFalse(
+        assert "base.counter" not in self.db["mongoengine.counters"].find().distinct(
-            "base.counter" in self.db["mongoengine.counters"].find().distinct("_id")
+            "_id"
         )
-        self.assertTrue(
+        existing_counters = self.db["mongoengine.counters"].find().distinct("_id")
-            ("foo.counter" and "bar.counter")
+        assert "foo.counter" in existing_counters
-            in self.db["mongoengine.counters"].find().distinct("_id")
+        assert "bar.counter" in existing_counters
-        )
+        assert foo.counter == bar.counter
-        self.assertEqual(foo.counter, bar.counter)
+        assert foo._fields["counter"].owner_document == Foo
-        self.assertEqual(foo._fields["counter"].owner_document, Foo)
+        assert bar._fields["counter"].owner_document == Bar
-        self.assertEqual(bar._fields["counter"].owner_document, Bar)
+
+    def test_sequence_setattr_not_incrementing_counter(self):
+        class Person(DynamicDocument):
+            id = SequenceField(primary_key=True)
+            name = StringField()
+
+        self.db["mongoengine.counters"].drop()
+        Person.drop_collection()
+
+        for x in range(10):
+            Person(name="Person %s" % x).save()
+
+        c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
+        assert c["next"] == 10
+
+        # Setting SequenceField field value should not increment counter:
+        new_person = Person()
+        new_person.id = 1100
+
+        # Counter should still be at 10
+        c = self.db["mongoengine.counters"].find_one({"_id": "person.id"})
+        assert c["next"] == 10

tests/fields/test_string_field.py

@@ -0,0 +1,43 @@
+import pytest
+
+from mongoengine import *
+from tests.utils import MongoDBTestCase, get_as_pymongo
+
+
+class TestStringField(MongoDBTestCase):
+    def test_storage(self):
+        class Person(Document):
+            name = StringField()
+
+        Person.drop_collection()
+        person = Person(name="test123")
+        person.save()
+        assert get_as_pymongo(person) == {"_id": person.id, "name": "test123"}
+
+    def test_validation(self):
+        class Person(Document):
+            name = StringField(max_length=20, min_length=2)
+            userid = StringField(r"[0-9a-z_]+$")
+
+        with pytest.raises(ValidationError, match="only accepts string values"):
+            Person(name=34).validate()
+
+        with pytest.raises(ValidationError, match="value is too short"):
+            Person(name="s").validate()
+
+        # Test regex validation on userid
+        person = Person(userid="test.User")
+        with pytest.raises(ValidationError):
+            person.validate()
+
+        person.userid = "test_user"
+        assert person.userid == "test_user"
+        person.validate()
+
+        # Test max length validation on name
+        person = Person(name="Name that is more than twenty characters")
+        with pytest.raises(ValidationError):
+            person.validate()
+
+        person = Person(name="a friendl name", userid="7a757668sqjdkqlsdkq")
+        person.validate()

tests/fields/test_url_field.py

@@ -1,6 +1,6 @@
-# -*- coding: utf-8 -*-
+import pytest
-from mongoengine import *
 
+from mongoengine import *
 from tests.utils import MongoDBTestCase
 
 
@@ -13,7 +13,8 @@ class TestURLField(MongoDBTestCase):
 
         link = Link()
         link.url = "google"
-        self.assertRaises(ValidationError, link.validate)
+        with pytest.raises(ValidationError):
+            link.validate()
 
         link.url = "http://www.google.com:8080"
         link.validate()
@@ -25,20 +26,19 @@ class TestURLField(MongoDBTestCase):
             url = URLField()
 
         link = Link()
-        link.url = u"http://привет.com"
+        link.url = "http://привет.com"
 
         # TODO fix URL validation - this *IS* a valid URL
         # For now we just want to make sure that the error message is correct
-        with self.assertRaises(ValidationError) as ctx_err:
+        with pytest.raises(ValidationError) as exc_info:
             link.validate()
-        self.assertEqual(
+        assert (
-            unicode(ctx_err.exception),
+            str(exc_info.value)
-            u"ValidationError (Link:None) (Invalid URL: http://\u043f\u0440\u0438\u0432\u0435\u0442.com: ['url'])",
+            == "ValidationError (Link:None) (Invalid URL: http://\u043f\u0440\u0438\u0432\u0435\u0442.com: ['url'])"
         )
 
     def test_url_scheme_validation(self):
-        """Ensure that URLFields validate urls with specific schemes properly.
+        """Ensure that URLFields validate urls with specific schemes properly."""
-        """
 
         class Link(Document):
             url = URLField()
@@ -48,7 +48,8 @@ class TestURLField(MongoDBTestCase):
 
         link = Link()
         link.url = "ws://google.com"
-        self.assertRaises(ValidationError, link.validate)
+        with pytest.raises(ValidationError):
+            link.validate()
 
         scheme_link = SchemeLink()
         scheme_link.url = "ws://google.com"

tests/fields/test_uuid_field.py

@@ -1,8 +1,8 @@
-# -*- coding: utf-8 -*-
 import uuid
 
-from mongoengine import *
+import pytest
 
+from mongoengine import *
 from tests.utils import MongoDBTestCase, get_as_pymongo
 
 
@@ -14,19 +14,16 @@ class TestUUIDField(MongoDBTestCase):
     def test_storage(self):
         uid = uuid.uuid4()
         person = Person(api_key=uid).save()
-        self.assertEqual(
+        assert get_as_pymongo(person) == {"_id": person.id, "api_key": str(uid)}
-            get_as_pymongo(person), {"_id": person.id, "api_key": str(uid)}
-        )
 
     def test_field_string(self):
-        """Test UUID fields storing as String
+        """Test UUID fields storing as String"""
-        """
         Person.drop_collection()
 
         uu = uuid.uuid4()
         Person(api_key=uu).save()
-        self.assertEqual(1, Person.objects(api_key=uu).count())
+        assert 1 == Person.objects(api_key=uu).count()
-        self.assertEqual(uu, Person.objects.first().api_key)
+        assert uu == Person.objects.first().api_key
 
         person = Person()
         valid = (uuid.uuid4(), uuid.uuid1())
@@ -40,7 +37,8 @@ class TestUUIDField(MongoDBTestCase):
         )
         for api_key in invalid:
             person.api_key = api_key
-            self.assertRaises(ValidationError, person.validate)
+            with pytest.raises(ValidationError):
+                person.validate()
 
     def test_field_binary(self):
         """Test UUID fields storing as Binary object."""
@@ -48,8 +46,8 @@ class TestUUIDField(MongoDBTestCase):
 
         uu = uuid.uuid4()
         Person(api_key=uu).save()
-        self.assertEqual(1, Person.objects(api_key=uu).count())
+        assert 1 == Person.objects(api_key=uu).count()
-        self.assertEqual(uu, Person.objects.first().api_key)
+        assert uu == Person.objects.first().api_key
 
         person = Person()
         valid = (uuid.uuid4(), uuid.uuid1())
@@ -63,4 +61,5 @@ class TestUUIDField(MongoDBTestCase):
         )
         for api_key in invalid:
             person.api_key = api_key
-            self.assertRaises(ValidationError, person.validate)
+            with pytest.raises(ValidationError):
+                person.validate()

tests/fixtures.py

@@ -42,18 +42,18 @@ class PickleSignalsTest(Document):
 
     @classmethod
     def post_save(self, sender, document, created, **kwargs):
-        pickled = pickle.dumps(document)
+        pickle.dumps(document)
 
     @classmethod
     def post_delete(self, sender, document, **kwargs):
-        pickled = pickle.dumps(document)
+        pickle.dumps(document)
 
 
 signals.post_save.connect(PickleSignalsTest.post_save, sender=PickleSignalsTest)
 signals.post_delete.connect(PickleSignalsTest.post_delete, sender=PickleSignalsTest)
 
 
-class Mixin(object):
+class Mixin:
     name = StringField()
 
 

tests/queryset/__init__.py

@@ -1,6 +0,0 @@
-from .transform import *
-from .field_list import *
-from .queryset import *
-from .visitor import *
-from .geo import *
-from .modify import *