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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99 lines
3.3 KiB
99 lines
3.3 KiB
# Copyright 2009-present MongoDB, Inc.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Tools for representing JavaScript code in BSON.
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"""
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from bson.py3compat import abc, string_type, PY3, text_type
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class Code(str):
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"""BSON's JavaScript code type.
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Raises :class:`TypeError` if `code` is not an instance of
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:class:`basestring` (:class:`str` in python 3) or `scope`
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is not ``None`` or an instance of :class:`dict`.
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Scope variables can be set by passing a dictionary as the `scope`
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argument or by using keyword arguments. If a variable is set as a
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keyword argument it will override any setting for that variable in
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the `scope` dictionary.
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:Parameters:
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- `code`: A string containing JavaScript code to be evaluated or another
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instance of Code. In the latter case, the scope of `code` becomes this
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Code's :attr:`scope`.
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- `scope` (optional): dictionary representing the scope in which
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`code` should be evaluated - a mapping from identifiers (as
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strings) to values. Defaults to ``None``. This is applied after any
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scope associated with a given `code` above.
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- `**kwargs` (optional): scope variables can also be passed as
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keyword arguments. These are applied after `scope` and `code`.
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.. versionchanged:: 3.4
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The default value for :attr:`scope` is ``None`` instead of ``{}``.
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"""
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_type_marker = 13
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def __new__(cls, code, scope=None, **kwargs):
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if not isinstance(code, string_type):
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raise TypeError("code must be an "
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"instance of %s" % (string_type.__name__))
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if not PY3 and isinstance(code, text_type):
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self = str.__new__(cls, code.encode('utf8'))
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else:
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self = str.__new__(cls, code)
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try:
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self.__scope = code.scope
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except AttributeError:
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self.__scope = None
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if scope is not None:
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if not isinstance(scope, abc.Mapping):
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raise TypeError("scope must be an instance of dict")
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if self.__scope is not None:
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self.__scope.update(scope)
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else:
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self.__scope = scope
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if kwargs:
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if self.__scope is not None:
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self.__scope.update(kwargs)
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else:
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self.__scope = kwargs
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return self
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@property
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def scope(self):
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"""Scope dictionary for this instance or ``None``.
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"""
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return self.__scope
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def __repr__(self):
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return "Code(%s, %r)" % (str.__repr__(self), self.__scope)
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def __eq__(self, other):
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if isinstance(other, Code):
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return (self.__scope, str(self)) == (other.__scope, str(other))
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return False
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__hash__ = None
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def __ne__(self, other):
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return not self == other
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