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Transform a Python dictionary into an object

Project description

Simple Python utility module that allows to recursively transform any dictionary or dictionary like object into a Python object with dot notation access to its attributes.

This is specially helpful when dealing with large configuration files (from parsing YAML, JSON or TOML) or dealing with a large response from a server.

Install

pip3 install objns

Optionally, install the following package to enable better pretty printing of an object:

pip3 install pprintpp

Usage

Create an object from one or more dictionaries, and set values directly in the constructor:

>>> from objns import Namespace
>>> ns = Namespace(
...     {'one': 100},
...     {'two': 300},
...     {'two': 400, 'three': {'four': 400}},
...     one=200,
... )
>>> ns.two
400
>>> ns.one
200
>>> ns['two']
400

Get and set values recursively:

>>> ns['two'] = 300
>>> ns['two']
300
>>> ns.two = 700
>>> ns['two']
700
>>> ns.two
700
>>> ns.three.four
400
>>> ns['three'].four
400
>>> ns['three']['four']
400

Recursively copy an object:

>>> nscopy = ns.copy()
>>> id(ns) == id(nscopy)
False

Transform back to a dictionary:

>>> asdict = dict(ns)
>>> asdict
{'one': 200, 'two': 400, 'three': {'four': 400}}
>>> type(asdict)
<class 'dict'>

Iterate the object:

>>> for key, value in ns:
...     print(key, value)
...
one 200
two 400
three {'four': 400}

Recursively merge update with other dictionaries:

>>> ns.update({
...     'one': 'override1',
...     'three': {'four': 'override2'},
... })
>>> ns.one
'override1'
>>> ns.three.four
'override2'

Pretty print the data structure:

>>> ns
{'one': 'override1', 'three': {'four': 'override2'}, 'two': 400}
>>> print(str(ns))
{'one': 'override1', 'three': {'four': 'override2'}, 'two': 400}

Preservation of source datatype, such as OrderedDict and other Mapping subclasses:

>>> nso = Namespace(OrderedDict([('one', 100), ('two', 200)]))
>>> nso
OrderedDict([('one', 100), ('two', 200)])
>>> for key, value in nso:
    ...     print(key, value)
    ...
    one 100
    two 200

Repository

https://github.com/kuralabs/objns

Changelog

1.0.0 (2021-05-31)

New

  • Initial release.

License

Copyright (C) 2017-2021 KuraLabs S.R.L

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing,
software distributed under the License is distributed on an
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied.  See the License for the
specific language governing permissions and limitations
under the License.

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