1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
|
Metadata-Version: 2.1
Name: traitlets
Version: 5.9.0
Summary: Traitlets Python configuration system
Project-URL: Homepage, https://github.com/ipython/traitlets
Author-email: IPython Development Team <ipython-dev@python.org>
License: # Licensing terms
Traitlets is adapted from enthought.traits, Copyright (c) Enthought, Inc.,
under the terms of the Modified BSD License.
This project is licensed under the terms of the Modified BSD License
(also known as New or Revised or 3-Clause BSD), as follows:
- Copyright (c) 2001-, IPython Development Team
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.
Neither the name of the IPython Development Team nor the names of its
contributors may be used to endorse or promote products derived from this
software without specific prior written permission.
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 OWNER 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.
## About the IPython Development Team
The IPython Development Team is the set of all contributors to the IPython project.
This includes all of the IPython subprojects.
The core team that coordinates development on GitHub can be found here:
https://github.com/jupyter/.
## Our Copyright Policy
IPython uses a shared copyright model. Each contributor maintains copyright
over their contributions to IPython. But, it is important to note that these
contributions are typically only changes to the repositories. Thus, the IPython
source code, in its entirety is not the copyright of any single person or
institution. Instead, it is the collective copyright of the entire IPython
Development Team. If individual contributors want to maintain a record of what
changes/contributions they have specific copyright on, they should indicate
their copyright in the commit message of the change, when they commit the
change to one of the IPython repositories.
With this in mind, the following banner should be used in any source code file
to indicate the copyright and license terms:
```
# Copyright (c) IPython Development Team.
# Distributed under the terms of the Modified BSD License.
```
License-File: COPYING.md
Keywords: Interactive,Interpreter,Shell,Web
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: System Administrators
Classifier: License :: OSI Approved :: BSD License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.7
Provides-Extra: docs
Requires-Dist: myst-parser; extra == 'docs'
Requires-Dist: pydata-sphinx-theme; extra == 'docs'
Requires-Dist: sphinx; extra == 'docs'
Provides-Extra: test
Requires-Dist: argcomplete>=2.0; extra == 'test'
Requires-Dist: pre-commit; extra == 'test'
Requires-Dist: pytest; extra == 'test'
Requires-Dist: pytest-mock; extra == 'test'
Description-Content-Type: text/markdown
# Traitlets
[![Tests](https://github.com/ipython/traitlets/actions/workflows/tests.yml/badge.svg)](https://github.com/ipython/traitlets/actions/workflows/tests.yml)
[![Documentation Status](https://readthedocs.org/projects/traitlets/badge/?version=latest)](https://traitlets.readthedocs.io/en/latest/?badge=latest)
[![codecov](https://codecov.io/gh/ipython/traitlets/branch/main/graph/badge.svg?token=HcsbLGEmI1)](https://codecov.io/gh/ipython/traitlets)
[![Tidelift](https://tidelift.com/subscription/pkg/pypi-traitlets)](https://tidelift.com/badges/package/pypi/traitlets)
| | |
| ------------- | ------------------------------------ |
| **home** | https://github.com/ipython/traitlets |
| **pypi-repo** | https://pypi.org/project/traitlets/ |
| **docs** | https://traitlets.readthedocs.io/ |
| **license** | Modified BSD License |
Traitlets is a pure Python library enabling:
- the enforcement of strong typing for attributes of Python objects
(typed attributes are called _"traits"_);
- dynamically calculated default values;
- automatic validation and coercion of trait attributes when attempting a
change;
- registering for receiving notifications when trait values change;
- reading configuring values from files or from command line
arguments - a distinct layer on top of traitlets, so you may use
traitlets without the configuration machinery.
Its implementation relies on the [descriptor](https://docs.python.org/howto/descriptor.html)
pattern, and it is a lightweight pure-python alternative of the
[_traits_ library](https://docs.enthought.com/traits/).
Traitlets powers the configuration system of IPython and Jupyter
and the declarative API of IPython interactive widgets.
## Installation
For a local installation, make sure you have
[pip installed](https://pip.pypa.io/en/stable/installing/) and run:
```bash
pip install traitlets
```
For a **development installation**, clone this repository, change into the
`traitlets` root directory, and run pip:
```bash
git clone https://github.com/ipython/traitlets.git
cd traitlets
pip install -e .
```
## Running the tests
```bash
pip install "traitlets[test]"
py.test traitlets
```
## Code Styling
`traitlets` has adopted automatic code formatting so you shouldn't
need to worry too much about your code style.
As long as your code is valid,
the pre-commit hook should take care of how it should look.
To install `pre-commit` locally, run the following::
```
pip install pre-commit
pre-commit install
```
You can invoke the pre-commit hook by hand at any time with::
```
pre-commit run
```
which should run any autoformatting on your code
and tell you about any errors it couldn't fix automatically.
You may also install [black integration](https://github.com/psf/black#editor-integration)
into your text editor to format code automatically.
If you have already committed files before setting up the pre-commit
hook with `pre-commit install`, you can fix everything up using
`pre-commit run --all-files`. You need to make the fixing commit
yourself after that.
Some of the hooks only run on CI by default, but you can invoke them by
running with the `--hook-stage manual` argument.
## Usage
Any class with trait attributes must inherit from `HasTraits`.
For the list of available trait types and their properties, see the
[Trait Types](https://traitlets.readthedocs.io/en/latest/trait_types.html)
section of the documentation.
### Dynamic default values
To calculate a default value dynamically, decorate a method of your class with
`@default({traitname})`. This method will be called on the instance, and
should return the default value. In this example, the `_username_default`
method is decorated with `@default('username')`:
```Python
import getpass
from traitlets import HasTraits, Unicode, default
class Identity(HasTraits):
username = Unicode()
@default('username')
def _username_default(self):
return getpass.getuser()
```
### Callbacks when a trait attribute changes
When a trait changes, an application can follow this trait change with
additional actions.
To do something when a trait attribute is changed, decorate a method with
[`traitlets.observe()`](https://traitlets.readthedocs.io/en/latest/api.html?highlight=observe#traitlets.observe).
The method will be called with a single argument, a dictionary which contains
an owner, new value, old value, name of the changed trait, and the event type.
In this example, the `_num_changed` method is decorated with `` @observe(`num`) ``:
```Python
from traitlets import HasTraits, Integer, observe
class TraitletsExample(HasTraits):
num = Integer(5, help="a number").tag(config=True)
@observe('num')
def _num_changed(self, change):
print("{name} changed from {old} to {new}".format(**change))
```
and is passed the following dictionary when called:
```Python
{
'owner': object, # The HasTraits instance
'new': 6, # The new value
'old': 5, # The old value
'name': "foo", # The name of the changed trait
'type': 'change', # The event type of the notification, usually 'change'
}
```
### Validation and coercion
Each trait type (`Int`, `Unicode`, `Dict` etc.) may have its own validation or
coercion logic. In addition, we can register custom cross-validators
that may depend on the state of other attributes. For example:
```Python
from traitlets import HasTraits, TraitError, Int, Bool, validate
class Parity(HasTraits):
value = Int()
parity = Int()
@validate('value')
def _valid_value(self, proposal):
if proposal['value'] % 2 != self.parity:
raise TraitError('value and parity should be consistent')
return proposal['value']
@validate('parity')
def _valid_parity(self, proposal):
parity = proposal['value']
if parity not in [0, 1]:
raise TraitError('parity should be 0 or 1')
if self.value % 2 != parity:
raise TraitError('value and parity should be consistent')
return proposal['value']
parity_check = Parity(value=2)
# Changing required parity and value together while holding cross validation
with parity_check.hold_trait_notifications():
parity_check.value = 1
parity_check.parity = 1
```
However, we **recommend** that custom cross-validators don't modify the state
of the HasTraits instance.
|