FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches
https://doi.org/10.1109/TVCG.2022.3141040
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7.8 KiB
243 lines
7.8 KiB
Metadata-Version: 2.1
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Name: pymongo
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Version: 3.8.0
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Summary: Python driver for MongoDB <http://www.mongodb.org>
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Home-page: http://github.com/mongodb/mongo-python-driver
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Author: Mike Dirolf
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Author-email: mongodb-user@googlegroups.com
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Maintainer: Bernie Hackett
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Maintainer-email: bernie@mongodb.com
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License: Apache License, Version 2.0
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Keywords: mongo,mongodb,pymongo,gridfs,bson
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Platform: UNKNOWN
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Classifier: Development Status :: 5 - Production/Stable
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Classifier: Intended Audience :: Developers
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Classifier: License :: OSI Approved :: Apache Software License
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Classifier: Operating System :: MacOS :: MacOS X
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Classifier: Operating System :: Microsoft :: Windows
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Classifier: Operating System :: POSIX
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Classifier: Programming Language :: Python :: 2
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Classifier: Programming Language :: Python :: 2.7
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Classifier: Programming Language :: Python :: 3
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Classifier: Programming Language :: Python :: 3.4
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Classifier: Programming Language :: Python :: 3.5
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Classifier: Programming Language :: Python :: 3.6
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Classifier: Programming Language :: Python :: 3.7
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Classifier: Programming Language :: Python :: Implementation :: CPython
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Classifier: Programming Language :: Python :: Implementation :: PyPy
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Classifier: Topic :: Database
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Requires-Python: >=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*
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Provides-Extra: gssapi
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Provides-Extra: tls
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Provides-Extra: srv
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Provides-Extra: snappy
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Provides-Extra: gssapi
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Requires-Dist: pykerberos; extra == 'gssapi'
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Provides-Extra: snappy
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Requires-Dist: python-snappy; extra == 'snappy'
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Provides-Extra: srv
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Requires-Dist: dnspython (<2.0.0,>=1.13.0); extra == 'srv'
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Provides-Extra: tls
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=======
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PyMongo
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=======
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:Info: See `the mongo site <http://www.mongodb.org>`_ for more information. See `GitHub <http://github.com/mongodb/mongo-python-driver>`_ for the latest source.
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:Author: Mike Dirolf
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:Maintainer: Bernie Hackett <bernie@mongodb.com>
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About
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=====
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The PyMongo distribution contains tools for interacting with MongoDB
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database from Python. The ``bson`` package is an implementation of
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the `BSON format <http://bsonspec.org>`_ for Python. The ``pymongo``
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package is a native Python driver for MongoDB. The ``gridfs`` package
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is a `gridfs
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<http://www.mongodb.org/display/DOCS/GridFS+Specification>`_
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implementation on top of ``pymongo``.
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PyMongo supports MongoDB 2.6, 3.0, 3.2, 3.4, 3.6 and 4.0.
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Support / Feedback
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==================
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For issues with, questions about, or feedback for PyMongo, please look into
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our `support channels <http://www.mongodb.org/about/support>`_. Please
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do not email any of the PyMongo developers directly with issues or
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questions - you're more likely to get an answer on the `mongodb-user
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<http://groups.google.com/group/mongodb-user>`_ list on Google Groups.
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Bugs / Feature Requests
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=======================
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Think you’ve found a bug? Want to see a new feature in PyMongo? Please open a
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case in our issue management tool, JIRA:
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- `Create an account and login <https://jira.mongodb.org>`_.
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- Navigate to `the PYTHON project <https://jira.mongodb.org/browse/PYTHON>`_.
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- Click **Create Issue** - Please provide as much information as possible about the issue type and how to reproduce it.
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Bug reports in JIRA for all driver projects (i.e. PYTHON, CSHARP, JAVA) and the
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Core Server (i.e. SERVER) project are **public**.
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How To Ask For Help
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-------------------
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Please include all of the following information when opening an issue:
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- Detailed steps to reproduce the problem, including full traceback, if possible.
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- The exact python version used, with patch level::
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$ python -c "import sys; print(sys.version)"
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- The exact version of PyMongo used, with patch level::
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$ python -c "import pymongo; print(pymongo.version); print(pymongo.has_c())"
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- The operating system and version (e.g. Windows 7, OSX 10.8, ...)
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- Web framework or asynchronous network library used, if any, with version (e.g.
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Django 1.7, mod_wsgi 4.3.0, gevent 1.0.1, Tornado 4.0.2, ...)
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Security Vulnerabilities
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------------------------
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If you’ve identified a security vulnerability in a driver or any other
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MongoDB project, please report it according to the `instructions here
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<http://docs.mongodb.org/manual/tutorial/create-a-vulnerability-report>`_.
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Installation
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============
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PyMongo can be installed with `pip <http://pypi.python.org/pypi/pip>`_::
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$ python -m pip install pymongo
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Or ``easy_install`` from
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`setuptools <http://pypi.python.org/pypi/setuptools>`_::
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$ python -m easy_install pymongo
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You can also download the project source and do::
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$ python setup.py install
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Do **not** install the "bson" package from pypi. PyMongo comes with its own
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bson package; doing "easy_install bson" installs a third-party package that
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is incompatible with PyMongo.
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Dependencies
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============
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PyMongo supports CPython 2.7, 3.4+, PyPy, and PyPy3.5+.
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Optional dependencies:
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GSSAPI authentication requires `pykerberos
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<https://pypi.python.org/pypi/pykerberos>`_ on Unix or `WinKerberos
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<https://pypi.python.org/pypi/winkerberos>`_ on Windows. The correct
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dependency can be installed automatically along with PyMongo::
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$ python -m pip install pymongo[gssapi]
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Support for mongodb+srv:// URIs requires `dnspython
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<https://pypi.python.org/pypi/dnspython>`_::
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$ python -m pip install pymongo[srv]
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TLS / SSL support may require `ipaddress
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<https://pypi.python.org/pypi/ipaddress>`_ and `certifi
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<https://pypi.python.org/pypi/certifi>`_ or `wincertstore
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<https://pypi.python.org/pypi/wincertstore>`_ depending on the Python
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version in use. The necessary dependencies can be installed along with
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PyMongo::
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$ python -m pip install pymongo[tls]
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Wire protocol compression with snappy requires `python-snappy
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<https://pypi.org/project/python-snappy>`_::
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$ python -m pip install pymongo[snappy]
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You can install all dependencies automatically with the following
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command::
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$ python -m pip install pymongo[snappy,gssapi,srv,tls]
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Other optional packages:
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- `backports.pbkdf2 <https://pypi.python.org/pypi/backports.pbkdf2/>`_,
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improves authentication performance with SCRAM-SHA-1 and SCRAM-SHA-256.
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It especially improves performance on Python versions older than 2.7.8.
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- `monotonic <https://pypi.python.org/pypi/monotonic>`_ adds support for
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a monotonic clock, which improves reliability in environments
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where clock adjustments are frequent. Not needed in Python 3.
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Additional dependencies are:
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- (to generate documentation) sphinx_
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Examples
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========
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Here's a basic example (for more see the *examples* section of the docs):
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.. code-block:: python
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>>> import pymongo
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>>> client = pymongo.MongoClient("localhost", 27017)
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>>> db = client.test
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>>> db.name
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u'test'
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>>> db.my_collection
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Collection(Database(MongoClient('localhost', 27017), u'test'), u'my_collection')
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>>> db.my_collection.insert_one({"x": 10}).inserted_id
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ObjectId('4aba15ebe23f6b53b0000000')
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>>> db.my_collection.insert_one({"x": 8}).inserted_id
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ObjectId('4aba160ee23f6b543e000000')
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>>> db.my_collection.insert_one({"x": 11}).inserted_id
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ObjectId('4aba160ee23f6b543e000002')
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>>> db.my_collection.find_one()
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{u'x': 10, u'_id': ObjectId('4aba15ebe23f6b53b0000000')}
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>>> for item in db.my_collection.find():
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... print(item["x"])
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...
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10
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8
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11
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>>> db.my_collection.create_index("x")
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u'x_1'
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>>> for item in db.my_collection.find().sort("x", pymongo.ASCENDING):
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... print(item["x"])
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...
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8
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10
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11
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>>> [item["x"] for item in db.my_collection.find().limit(2).skip(1)]
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[8, 11]
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Documentation
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=============
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You will need sphinx_ installed to generate the
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documentation. Documentation can be generated by running **python
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setup.py doc**. Generated documentation can be found in the
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*doc/build/html/* directory.
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Testing
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=======
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The easiest way to run the tests is to run **python setup.py test** in
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the root of the distribution.
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To verify that PyMongo works with Gevent's monkey-patching::
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$ python green_framework_test.py gevent
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Or with Eventlet's::
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$ python green_framework_test.py eventlet
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.. _sphinx: http://sphinx.pocoo.org/
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