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Merge pull request #885 from TOMToolkit/851-extending-target-model
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851 extending target model
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jchate6 authored Jul 1, 2024
2 parents 7ef826c + 397a230 commit 9e78942
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4 changes: 4 additions & 0 deletions docs/api/tom_targets/models.rst
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Expand Up @@ -3,6 +3,10 @@ Models

.. autosummary::

.. automodule:: tom_targets.base_models
:members:
:special-members:

.. automodule:: tom_targets.models
:members:
:special-members:
2 changes: 1 addition & 1 deletion docs/brokers/create_broker.rst
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Expand Up @@ -47,7 +47,7 @@ a Django project directory of the form:
Creating a Broker Module
************************

In this example, we will create a broker named __MyBroker__.
In this example, we will create a broker named **MyBroker**.

Begin by creating a file ``my_broker.py``, and placing it in the inner ``mytom/`` directory
of the project (in the directory with settings.py). ``my_broker.py`` will contain the classes that define our custom
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3 changes: 2 additions & 1 deletion docs/conf.py
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Expand Up @@ -52,7 +52,8 @@
'sphinx.ext.autosectionlabel',
'sphinx.ext.autosummary',
'sphinx.ext.intersphinx',
'sphinx_panels'
'sphinx_panels',
'sphinx_copybutton',
]

# Add any paths that contain templates here, relative to this directory.
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2 changes: 1 addition & 1 deletion docs/observing/observation_module.rst
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Expand Up @@ -92,7 +92,7 @@ class:
'tom_observations.facilities.lco.LCOFacility',
'tom_observations.facilities.gemini.GEMFacility',
'tom_observations.facilities.soar.SOARFacility',
'tom_observations.facilities.lt.LTFacility'
'tom_observations.facilities.lt.LTFacility',
'mytom.myfacility.MyObservationFacility'
]
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6 changes: 4 additions & 2 deletions docs/targets/index.rst
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Expand Up @@ -6,8 +6,10 @@ Targets
:hidden:

target_fields
target_matcher
../api/tom_targets/models
../api/tom_targets/views
../api/tom_targets/groups


The ``Target``, along with the associated ``TargetList``, ``TargetExtra``, and ``TargetName``, are the core models of the
Expand All @@ -16,10 +18,10 @@ TOM Toolkit. The ``Target`` defines the concept of an astronomical target.
:doc:`Adding Custom Target Fields <target_fields>` - Learn how to add custom fields to your TOM Targets if the
defaults do not suffice.

:doc:`Adding Custom Target Matcher <target_matcher>` - Learn how to replace or modify the TargetMatchManager if more
:doc:`Customizing a Target Matcher <target_matcher>` - Learn how to replace or modify the TargetMatchManager if more
options are needed.

:doc:`Target API <../api/tom_targets/models>` - Take a look at the available properties for a ``Target`` and its associated models.
:doc:`Target Models <../api/tom_targets/models>` - Take a look at the available properties for a ``Target`` and its associated models.

:doc:`Target Views <../api/tom_targets/views>` - Familiarize yourself with the available Target Views.

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228 changes: 228 additions & 0 deletions docs/targets/target_fields.rst
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Expand Up @@ -10,6 +10,234 @@ the redshift of your targets. You could then do a search for targets
with a redshift less than or greater than a particular value, or use the
redshift value to make decisions in your science code.

The TOM Toolkit currently supports two different methods for adding extra
fields to targets: Extending Target Models and adding Extra Fields.

Extending the Target Model
==========================
Users can extend the ``Target`` model by creating a custom target model in the app
where they store their custom code. This method is more flexible and allows for
more intuitive relationships between the new target fields and other code the user
may create. This method requires database migrations and a greater understanding of
Django models to implement.

By default the TOM Toolkit will use the ``tom_targets.BaseTarget`` model as the target model,
but users can create their own target model by subclassing ``tom_targets.BaseTarget`` and adding
their own fields. The TOM Toolkit will then use the custom target model if it is defined
in the ``TARGET_MODEL_CLASS`` setting of ``settings.py``. To implement this a user will first
have to edit a ``models.py`` file in their custom code app and define a custom target model.

Subclassing ``tom_targets.BaseTarget`` will give the user access to all the fields and methods
of the ``BaseTarget`` model, but the user can also add their own fields and methods to the custom
target model. Fields from the ``BaseTarget`` model will be stored in a separate table from the custom
fields, and rely on separate migrations. See the
`Django documentation on multi-table inheritance. <https://docs.djangoproject.com/en/5.0/topics/db/models/#multi-table-inheritance>`__

Preparing your project for custom Target Models
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The first thing your project will need is a custom app. If you already have a custom app
(usually called ``custom_code``) you can skip this section. You can read
about custom apps in the Django tutorial
`here <https://docs.djangoproject.com/en/dev/intro/tutorial01/>`__, but
to quickly get started, the command to create a new app is as follows:

.. code:: python
./manage.py startapp custom_code
Where ``custom_code`` is the name of your app. You will also need to
ensure that ``custom_code`` is in your ``settings.py``. Append it to the
end of ``INSTALLED_APPS``:

.. code:: python
...
INSTALLED_APPS = [
'django.contrib.admin',
'django.contrib.auth',
...
'tom_dataproducts',
'custom_code',
]
...
You should now have a directory within your TOM called ``custom_code``,
which looks like this:

::

├── custom_code
| ├── __init__.py
│ ├── admin.py
│ ├── apps.py
│ ├── models.py
│ ├── tests.py
│ └── views.py
├── data
├── db.sqlite3
├── manage.py
├── mytom
│ ├── __init__.py
│ ├── settings.py
│ ├── urls.py
│ └── wsgi.py
├── static
├── templates
└── tmp

Editing ``models.py``
~~~~~~~~~~~~~~~~~~~~~
First you will need to create a custom target model in the ``models.py`` file of your custom app.
The following is an example of a custom target model that adds a boolean field and a number field:

.. code-block:: python
:caption: models.py
:linenos:
from django.db import models
from tom_targets.base_models import BaseTarget
class UserDefinedTarget(BaseTarget):
example_bool = models.BooleanField(default=False)
example_number = models.FloatField(default=0)
# Set Hidden Fields
example_bool.hidden = True
class Meta:
verbose_name = "target"
permissions = (
('view_target', 'View Target'),
('add_target', 'Add Target'),
('change_target', 'Change Target'),
('delete_target', 'Delete Target'),
)
The model name, ``UserDefinedTarget`` in the example (line 6), can be replaced by whatever CamelCase name you want, but
it must be a subclass of ``tom_targets.BaseTarget``. The permissions in the class Meta (lines 15-20) are required for the
TOM Toolkit to work properly. The ``hidden`` attribute can be set to ``True`` to hide the field from the target
detail page.

Editing ``settings.py``
~~~~~~~~~~~~~~~~~~~~~~~
Next you will need to tell the TOM Toolkit to use your custom target model. In the ``settings.py`` file of your
project, you will need to add the following line:

.. code:: python
TARGET_MODEL_CLASS = 'custom_code.models.UserDefinedTarget'
Changing ``custom_code`` to the name of your custom app and ``UserDefinedTarget`` to the name of your custom target model.

Creating Migrations
~~~~~~~~~~~~~~~~~~~~
After you have created your custom target model, you will need to create a migration for it. To do this, run the
following command:

.. code:: python
./manage.py makemigrations
This will create a migration file in the ``migrations`` directory of your custom app. You can then apply the migration
by running:

.. code:: python
./manage.py migrate
This will build the appropriate tables in your database for your custom target model.

Convert old targets to new model
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

If you have existing targets in your database, you will need to convert them to the new model. This can be done by
running a version of the following code. We incorporate this into a management command to make it easier to run.

Create a new file in your custom app called ``management/commands/convert_targets.py`` and add the following code:

.. code-block:: python
:caption: convert_targets.py
:linenos:
from django.core.management.base import BaseCommand
from tom_targets.base_models import BaseTarget
from tom_targets.models import Target
class Command(BaseCommand):
"""
Core code based on information found at
https://code.djangoproject.com/ticket/7623
"""
help = 'A helper command to convert existing BaseTargets to UserDefinedTargets.'
def handle(self, *args, **options):
# Make sure Target is a subclass of BaseTarget
if Target != BaseTarget and issubclass(Target, BaseTarget):
self.stdout.write(f'{Target} is a subclass of BaseTarget, updating existing Targets.')
base_targets = BaseTarget.objects.all()
targets = Target.objects.all()
for base_target in base_targets:
# If the base_target is not already in the new target model, update it
# Note: subclassed models share a PK with their parent
if not targets.filter(pk=base_target.pk).exists():
self.stdout.write(f'Updating {base_target}...')
target = Target(basetarget_ptr_id=base_target.pk) # Create a new target with the base_target PK
target.__dict__.update(base_target.__dict__) # add base_target fields to target dictionary
target.save()
self.stdout.write(f'{Target.objects.count()} Targets updated.')
return
Once this file is created, you can run the following command to convert your old targets to the new model:

.. code:: python
./manage.py convert_targets
Once this command is run, all of your old targets will be converted to the new model, but will not have the new fields
filled in. You will need to fill in these fields manually, but once you do any non-hidden fields will be displayed on
the target detail page.

Any fields added in this way are fully accessible in the TOM Toolkit as ``Target``, and can be used in the same way
as the built-in fields from any custom code you write, the API, or from the admin interface.


Transferring existing ``Extra Field`` Data to your ``Target`` Fields
====================================================================

If you have been using ``Extra Fields`` and have now created a custom target model, you may want to transfer the data
from the ``Extra Fields`` to the new fields in your custom target model. This can be done by running a management
command called ``converttargetextras``. To use this command, be sure to have already created your custom target model.
You can run the command without arguments for an interactive walkthrough.

.. code:: python
./manage.py converttargetextras
Alternatively, you can run the command with the ``--target_extra`` and/or ``--model_field`` flags to specify one or
more the of the ``Extra Field`` and ``Target Field`` names respectively.

.. code:: python
./manage.py converttargetextras --target_extra extra_bool extra_number --model_field example_bool example_number
This command will go through each target and transfer the data from the ``Extra Field`` to the ``Target Field``. If the
``Target Field`` is already populated with a value other than the default value, the data will not be transferred unless
the ``--force`` flag is set. When finished, the ``Extra Field`` data will be
deleted, and you will likely want to remove the ``EXTRA_FIELDS`` setting from your ``settings.py`` file.

Adding ``Extra Fields``
=======================
If a user does not want to create a custom target model, they can use the ``EXTRA_FIELDS``
setting to add extra fields to the ``Target`` model. This method is simpler and does not require
any database migrations, but is less flexible than creating a custom target model.

**Note**: There is a performance hit when using extra fields. Try to use
the built in fields whenever possible.

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