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Merge pull request #233 from bessagroup/pr/1.4.5
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Pr/1.4.5
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mpvanderschelling authored Nov 14, 2023
2 parents 8dccd68 + 2d03be1 commit 7495fc4
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10 changes: 7 additions & 3 deletions .flake8
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Expand Up @@ -27,10 +27,10 @@ extend-exclude =
count = True

# Set the maximum length that any line may be
max-line-length = 119
max-line-length = 79

# Set the maximum length that a comment or docstring line may be
max-doc-length = 119
max-doc-length = 79

# Set the number of spaces used for indentation
indent-size = 4
Expand All @@ -55,4 +55,8 @@ extend-ignore = E226, E3
# E704 : Multiple statements on one line (def)
# W504 : Line break after binary operator
# W505 : Doc line too long (82 > 79 characters)
extend-select = E241, E242, E704, W504, W505
extend-select = E241, E242, E704, W504, W505

# Ignore all errors F401 ('imported but unused') and E402 ('module level import
# not at top of file') in __init__.py files
per-file-ignores = __init__.py: F401, E402
7 changes: 4 additions & 3 deletions README.md
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Expand Up @@ -7,9 +7,10 @@ f3dasm
[![Python](https://img.shields.io/pypi/pyversions/f3dasm)](https://www.python.org)
[![pypi](https://img.shields.io/pypi/v/f3dasm.svg)](https://pypi.org/project/f3dasm/)
[![GitHub license](https://img.shields.io/badge/license-BSD-blue)](https://github.com/bessagroup/f3dasm)
[![Documentation Status](https://readthedocs.org/projects/f3dasm/badge/?version=latest)](https://f3dasm.readthedocs.io/en/latest/?badge=latest)

[**Docs**](https://bessagroup.github.io/f3dasm/)
| [**Installation**](https://bessagroup.github.io/f3dasm/general/gettingstarted.html)
[**Docs**](https://f3dasm.readthedocs.io/)
| [**Installation**](https://f3dasm.readthedocs.io/en/latest/rst_doc_files/general/gettingstarted.html)
| [**GitHub**](https://github.com/bessagroup/f3dasm)
| [**PyPI**](https://pypi.org/project/f3dasm/)
| [**Practical sessions**](https://github.com/mpvanderschelling/f3dasm_teach)
Expand All @@ -27,7 +28,7 @@ The Bessa research group at TU Delft is small... At the moment, we have limited

## Getting started

The best way to get started is to follow the [installation instructions](https://bessagroup.github.io/f3dasm/general/gettingstarted.html).
The best way to get started is to follow the [installation instructions](https://f3dasm.readthedocs.io/en/latest/rst_doc_files/general/gettingstarted.html).

## Referencing

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2 changes: 1 addition & 1 deletion VERSION
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@@ -1 +1 @@
1.4.4
1.4.5
2 changes: 1 addition & 1 deletion docs/source/_templates/custom-class-template.rst
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Expand Up @@ -33,4 +33,4 @@
{% endif %}
{% endblock %}

.. rubric:: {{ _('Methods') }}
.. rubric:: {{ _('Public and private methods') }}
9 changes: 5 additions & 4 deletions docs/source/conf.py
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Expand Up @@ -14,7 +14,8 @@

sys.path.insert(0, os.path.abspath('../..'))
sys.path.insert(0, os.path.abspath('../../src'))
src_dir = [f.path for f in os.scandir(os.path.abspath('../../src/')) if f.is_dir()]
src_dir = [f.path for f in os.scandir(
os.path.abspath('../../src/')) if f.is_dir()]
for path in src_dir:
sys.path.insert(0, path)

Expand All @@ -24,8 +25,8 @@
project = 'f3dasm'
author = 'Martin van der Schelling'
copyright = '2022, Martin van der Schelling'
version = '1.4.4'
release = '1.4.4'
version = '1.4.5'
release = '1.4.5'


# -- General configuration ----------------------------------------------------
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# napoleon: https://www.sphinx-doc.org/en/master/usage/extensions/napoleon.html
napoleon_numpy_docstring = True
napoleon_include_init_with_doc = True
napoleon_include_private_with_doc = False
napoleon_include_private_with_doc = True

# autosummary: https://www.sphinx-doc.org/en/master/usage/extensions/autosummary.html#module-sphinx.ext.autosummary
autosummary_generate = True
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119 changes: 62 additions & 57 deletions docs/source/rst_doc_files/classes/design/domain.rst
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@@ -1,7 +1,34 @@
Domain and parameters
=====================

This section will give you information on how to set up your search space with the :ref:`domain <domain>` class and the :ref:`parameter classes <parameters>`
This section will give you information on how to set up your search space with the :ref:`domain <domain>` class and the :ref:`parameters <parameters>`


Domain
------

.. _domain:

The :class:`~f3dasm.design.Domain` is a set of :class:`f3dasm.design.Parameter` instances that make up the feasible search space.

.. image:: ../../../img/f3dasm-domain.png
:width: 100%
:align: center
:alt: Domain

|

To start, we instantiate an empty domain object:

.. code-block:: python
from f3dasm import Domain
domain = Domain()
Now we can gradually add some parameters!

.. _parameters:

Expand All @@ -17,107 +44,85 @@ Parameters are singular features of the input search space. They are used to def

|
There are four types of parameters that can be created: :class:`~f3dasm.design.ContinuousParameter`, :class:`~f3dasm.design.DiscreteParameter`, :class:`~f3dasm.design.CategoricalParameter` and :class:`~f3dasm.design.ConstantParameter`:

Continuous Parameter
^^^^^^^^^^^^^^^^^^^^

* We can create **continous** parameters with a :attr:`~f3dasm.design.ContinuousParameter.lower_bound` and :attr:`~f3dasm.design.ContinuousParameter.upper_bound` with the :class:`~f3dasm.design.ContinuousParameter` class
There are four types of parameters that can be created: :ref:`float <continuous-parameter>`, :ref:`int <discrete-parameter>`, :ref:`categorical <categorical-parameter>` and :ref:`constant <constant-parameter>` parameters.

.. code-block:: python
x1 = f3dasm.ContinuousParameter(lower_bound=0.0, upper_bound=100.0)
x2 = f3dasm.ContinuousParameter(lower_bound=0.0, upper_bound=4.0)
.. _continuous-parameter:

Discrete Parameter
^^^^^^^^^^^^^^^^^^
Floating point parameters
^^^^^^^^^^^^^^^^^^^^^^^^^

* We can create **discrete** parameters with a :attr:`~f3dasm.design.DiscreteParameter.lower_bound` and :attr:`~f3dasm.design.DiscreteParameter.upper_bound` with the :class:`~f3dasm.design.DiscreteParameter` class
* We can create **continous** parameters with a :code:`low` and :code:`high` boundary with the :meth:`~f3dasm.design.Domain.add_float` method:

.. code-block:: python
x3 = f3dasm.DiscreteParameter(lower_bound=2, upper_bound=4)
x4 = f3dasm.DiscreteParameter(lower_bound=74, upper_bound=99)
domain.add_float(name='x1', low=0.0, high=100.0)
domain.add_float(name='x2', low=0.0, high=4.0)
Categorical Parameter
^^^^^^^^^^^^^^^^^^^^^
.. _discrete-parameter:

* We can create **categorical** parameters with a list of items (:attr:`~f3dasm.design.CategoricalParameter.categories`) with the :class:`~f3dasm.design.CategoricalParameter` class
Discrete parameters
^^^^^^^^^^^^^^^^^^^

.. code-block:: python
x5 = f3dasm.CategoricalParameter(categories=['test1','test2','test3','test4'])
x6 = f3dasm.CategoricalParameter(categories=[0.9, 0.2, 0.1, -2])
Constant Parameter
^^^^^^^^^^^^^^^^^^

* We can create **constant** parameters with any value (:attr:`~f3dasm.design.ConstantParameter.value`) with the :class:`~f3dasm.design.ConstantParameter` class
* We can create **discrete** parameters with a :code:`low` and :code:`high` boundary with the :meth:`~f3dasm.design.Domain.add_int` method:

.. code-block:: python
x7 = f3dasm.ConstantParameter(value=0.9)
domain.add_int(name='x3', low=2, high=4)
domain.add_int(name='x4', low=74, high=99)
.. _categorical-parameter:

Domain
------
Categorical parameters
^^^^^^^^^^^^^^^^^^^^^^

.. _domain:
* We can create **categorical** parameters with a list of items (:code:`categories`) with the :meth:`~f3dasm.design.Domain.add_category` method:

The :class:`~f3dasm.design.Domain` is a set of :class:`f3dasm.design.Parameter` instances that make up the feasible search space.
.. code-block:: python
.. image:: ../../../img/f3dasm-domain.png
:width: 100%
:align: center
:alt: Domain
domain.add_category(name='x5', categories=['test1','test2','test3','test4'])
domain.add_category(name='x6', categories=[0.9, 0.2, 0.1, -2])
|
.. _constant-parameter:

Domain from a dictionary
^^^^^^^^^^^^^^^^^^^^^^^^
Constant parameters
^^^^^^^^^^^^^^^^^^^

The domain can be constructed by initializing the :class:`~f3dasm.design.Domain` class and
providing an attribute (:attr:`~f3dasm.design.Domain.input_space`) containing string names as keys and parameters as values.
* We can create **constant** parameters with any value (:code:`value`) with the :meth:`~f3dasm.design.Domain.add_constant` method:

.. code-block:: python
from f3dasm import Domain, ContinuousParameter, DiscreteParameter, CategoricalParameter, ConstantParameter
param_1 = f3dasm.ContinuousParameter(lower_bound=-1.0, upper_bound=1.0)
param_2 = f3dasm.DiscreteParameter(lower_bound=1, upper_bound=10)
param_3 = f3dasm.CategoricalParameter(categories=['red', 'blue', 'green', 'yellow', 'purple'])
param_4 = f3dasm.ConstantParameter(value='some_value')
domain = f3dasm.Domain(input_space={'param_1': param_1, 'param_2': param_2, 'param_3': param_3, 'param_4': param_4})
domain.add_constant(name='x7', value=0.9)
.. _domain-from-yaml:

Domain from a `hydra <https://hydra.cc/>`_ configuration file
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-------------------------------------------------------------

If you are using `hydra <https://hydra.cc/>`_ to manage your configuration files, you can create a domain from a configuration file. Your config needs to have the following key:
If you are using `hydra <https://hydra.cc/>`_ to manage your configuration files, you can create a domain from a configuration file.
Your config needs to have a key (e.g. :code:`domain`) that has a dictionary with the parameter names (e.g. :code:`param_1`) as keys
and a dictionary with the parameter type (:code:`type`) and the corresponding arguments as values:

.. code-block:: yaml
:caption: config.yaml
domain:
param_1:
_target_: f3dasm.ContinuousParameter
type: float
lower_bound: -1.0
upper_bound: 1.0
param_2:
_target_: f3dasm.DiscreteParameter
type: int
lower_bound: 1
upper_bound: 10
param_3:
_target_: f3dasm.CategoricalParameter
type: category
categories: ['red', 'blue', 'green', 'yellow', 'purple']
param_4:
_target_: f3dasm.ConstantParameter
type: constant
value: some_value
The same domain can now be created by calling the :func:`~f3dasm.design.Domain.from_yaml` method:
The domain can now be created by calling the :func:`~f3dasm.design.Domain.from_yaml` method:

.. code-block:: python
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