FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches https://doi.org/10.1109/TVCG.2022.3141040
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 
 
 
 

117 lines
4.2 KiB

# Copyright (c) 2011-2017, Dan Crosta
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# * Redistributions of source code must retain the above copyright notice,
# this list of conditions and the following disclaimer.
#
# * Redistributions in binary form must reproduce the above copyright notice,
# this list of conditions and the following disclaimer in the documentation
# and/or other materials provided with the distribution.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
# POSSIBILITY OF SUCH DAMAGE.
from flask import abort
from pymongo import collection
from pymongo import database
from pymongo import mongo_client
class MongoClient(mongo_client.MongoClient):
"""Wrapper for :class:`~pymongo.mongo_client.MongoClient`.
Returns instances of Flask-PyMongo
:class:`~flask_pymongo.wrappers.Database` instead of native PyMongo
:class:`~pymongo.database.Database` when accessed with dot notation.
"""
def __getattr__(self, name): # noqa: D105
attr = super(MongoClient, self).__getattr__(name)
if isinstance(attr, database.Database):
return Database(self, name)
return attr
def __getitem__(self, item): # noqa: D105
attr = super(MongoClient, self).__getitem__(item)
if isinstance(attr, database.Database):
return Database(self, item)
return attr
class Database(database.Database):
"""Wrapper for :class:`~pymongo.database.Database`.
Returns instances of Flask-PyMongo
:class:`~flask_pymongo.wrappers.Collection` instead of native PyMongo
:class:`~pymongo.collection.Collection` when accessed with dot notation.
"""
def __getattr__(self, name): # noqa: D105
attr = super(Database, self).__getattr__(name)
if isinstance(attr, collection.Collection):
return Collection(self, name)
return attr
def __getitem__(self, item): # noqa: D105
item_ = super(Database, self).__getitem__(item)
if isinstance(item_, collection.Collection):
return Collection(self, item)
return item_
class Collection(collection.Collection):
"""Sub-class of PyMongo :class:`~pymongo.collection.Collection` with helpers.
"""
def __getattr__(self, name): # noqa: D105
attr = super(Collection, self).__getattr__(name)
if isinstance(attr, collection.Collection):
db = self._Collection__database
return Collection(db, attr.name)
return attr
def __getitem__(self, item): # noqa: D105
item_ = super(Collection, self).__getitem__(item)
if isinstance(item_, collection.Collection):
db = self._Collection__database
return Collection(db, item_.name)
return item_
def find_one_or_404(self, *args, **kwargs):
"""Find a single document or raise a 404.
This is like :meth:`~pymongo.collection.Collection.find_one`, but
rather than returning ``None``, cause a 404 Not Found HTTP status
on the request.
.. code-block:: python
@app.route("/user/<username>")
def user_profile(username):
user = mongo.db.users.find_one_or_404({"_id": username})
return render_template("user.html",
user=user)
"""
found = self.find_one(*args, **kwargs)
if found is None:
abort(404)
return found