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Added topic guide for updating JSONField.

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Shafiya Adzhani 2024-08-24 23:18:24 +07:00
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@ -955,6 +955,9 @@ Usage example:
>>> print(user_preferences.settings)
{'font': {'name': 'Arial'}}
For more information on how to use the ``JSONSet`` and ``JSONRemove``
functions, see :ref:`updating-jsonfield`.
.. _math-functions:
Math Functions

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@ -1443,7 +1443,8 @@ Python native format: dictionaries, lists, strings, numbers, booleans and
Defaults to ``json.JSONDecoder``.
To query ``JSONField`` in the database, see :ref:`querying-jsonfield`.
To query and update ``JSONField`` in the database, see :ref:`querying-jsonfield`
and :ref:`updating-jsonfield`.
.. admonition:: Default value

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@ -1333,6 +1333,192 @@ For example:
>>> Dog.objects.filter(data__has_any_keys=["owner", "breed"])
<QuerySet [<Dog: Rufus>, <Dog: Meg>]>
.. _updating-jsonfield:
Updating ``JSONField``
======================
Updating :class:`~django.db.models.JSONField` can be achieved through various
steps: updating by treating it like dictionary, making use
:class:`~django.db.models.functions.JSONSet` and
:class:`~django.db.models.functions.JSONRemove` functions and saving them
through model instance, and using
:class:`~django.db.models.functions.JSONSet` and
:class:`~django.db.models.functions.JSONRemove` inside
:meth:`~django.db.models.query.QuerySet.update`.
To demonstrate, we will use the following example model::
from django.db import models
class UserPreferences(models.Model):
settings = models.JSONField()
To update a :class:`~django.db.models.JSONField` you can modify it directly,
treating it like a dictionary. Once the desired changes are made, you can save
the updated data by saving the model instance.
Consider the following example:
.. code-block:: pycon
>>> user_preferences = UserPreferences.objects.create(
... settings={"theme": "dark", "notifications": True}
... )
>>> user_preferences.settings["theme"] = "light"
>>> user_preferences.save()
>>> print(user_preferences.settings)
{'theme': 'light', 'notifications': True}
The process can be made more secure by using
:class:`~django.db.models.functions.JSONSet` to insert or update
specific keys within a :class:`~django.db.models.JSONField`, avoiding race
conditions. Using :class:`~django.db.models.functions.JSONSet`, the previous
example is expressed as:
.. code-block:: pycon
>>> from django.db.models.functions import JSONSet
>>> user_preferences = UserPreferences.objects.create(
... settings={"theme": "dark", "notifications": True}
... )
>>> user_preferences.settings = JSONSet("settings", theme="light")
>>> user_preferences.save()
>>> UserPreferences.objects.filter(settings__theme="light")
<QuerySet [<UserPreferences: UserPreferences object (1)>]>
We can also update multiple keys at once. For example, instead of updating
each key individually, we can update several keys at once by passing them
as key-value pairs to the :class:`~django.db.models.functions.JSONSet`
function.
.. code-block:: pycon
>>> user_preferences.settings = JSONSet("settings", theme="dark", notifications=False)
>>> user_preferences.save()
>>> UserPreferences.objects.filter(
... settings__theme="dark",
... settings__notifications=False,
... )
<QuerySet [<UserPreferences: UserPreferences object (1)>]>
To insert or update nested keys, we can use key transforms inside
:class:`~django.db.models.functions.JSONSet`, allowing us to update values at
different levels of the structure without modifying other parts of the field.
.. code-block:: pycon
>>> user_preferences.settings = JSONSet(
... "settings",
... font__name="Arial",
... font__size=10,
... ) # {'theme': 'dark', 'notifications': True, 'font': {'name': 'Arial', 'size': 10}}
>>> user_preferences.save()
>>> UserPreferences.objects.filter(
... settings__font__name="Arial",
... settings__font__size=10,
... )
<QuerySet [<UserPreferences: UserPreferences object (1)>]>
You can pass ``None`` value inside
:class:`~django.db.models.functions.JSONSet` key to make JSON ``null``.
Keep in mind that this will not remove the key; it will only set its value
to ``null``.
.. code-block:: pycon
>>> user_preferences.settings = JSONSet(
... "settings",
... font__name="Arial",
... font__size=None,
... ) # {'theme': 'dark', 'notifications': True, 'font': {'name': 'Arial', 'size': null}}
>>> user_preferences.save()
>>> UserPreferences.objects.filter(
... settings__font__name="Arial",
... settings__font__size=None,
... )
<QuerySet [<UserPreferences: UserPreferences object (1)>]>
Django provides :class:`~django.db.models.functions.JSONRemove` to remove
specific key from a :class:`~django.db.models.JSONField`.
Here is an example where we use :class:`~django.db.models.functions.JSONRemove`
to remove data and saving it using the model instance.
.. code-block:: pycon
>>> from django.db.models.functions import JSONRemove
>>> user_preferences = UserPreferences.objects.create(
... settings={
... "theme": "dark",
... "notifications": True,
... "font": {"size": 10, "name": "Arial"},
... }
... )
>>> user_preferences.settings = JSONRemove("settings", "theme")
>>> user_preferences.save()
>>> UserPreferences.objects.filter(settings__theme__isnull=True)
<QuerySet [<UserPreferences: UserPreferences object (1)>]>
We can also remove multiple keys from the :class:`~django.db.models.JSONField`
at once, simplifying the process of modifying the JSON structure.
This eliminates the need to remove each key individually,
allowing for more convenient updates when dealing with multiple keys at once.
.. code-block:: pycon
>>> user_preferences.settings = JSONRemove("settings", "notifications", "font__size")
>>> user_preferences.save()
>>> UserPreferences.objects.filter(
... settings__notifications__isnull=True,
... settings__font__size__isnull=True,
... )
<QuerySet [<UserPreferences: UserPreferences object (1)>]>
We can use :class:`~django.db.models.functions.JSONSet`
and :class:`~django.db.models.functions.JSONRemove` inside
:meth:`~django.db.models.query.QuerySet.update` to update
:class:`~django.db.models.JSONField`. To demonstrate using
:class:`~django.db.models.functions.JSONSet` inside
:meth:`~django.db.models.query.QuerySet.update`, take a look at this example.
.. code-block:: pycon
>>> from django.db.models.functions import JSONSet
>>> user_preferences = UserPreferences.objects.create(
... settings={
... "font": {"name": "Arial", "size": 10},
... "notifications": True,
... }
... )
>>> UserPreferences.objects.update(
... settings=JSONSet("settings", font__size=20, notifications=False, theme="dark")
... )
1
>>> user_preferences = UserPreferences.objects.get(pk=user_preferences.pk)
>>> user_preferences.settings
{'font': {'name': 'Arial', 'size': 20}, 'notifications': False, 'theme': 'dark'}
We can also use :class:`~django.db.models.functions.JSONRemove` inside
:meth:`~django.db.models.query.QuerySet.update`.
.. code-block:: pycon
>>> from django.db.models.functions import JSONRemove
>>> user_preferences = UserPreferences.objects.create(
... settings={
... "font": {"name": "Arial", "size": 10},
... "notifications": True,
... }
... )
>>> UserPreferences.objects.update(
... settings=JSONRemove("settings", "font__size", "notifications")
... )
1
>>> user_preferences = UserPreferences.objects.get(pk=user_preferences.pk)
>>> print(user_preferences.settings)
{'font': {'name': 'Arial'}}
.. _complex-lookups-with-q:
Complex lookups with ``Q`` objects