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Added topic guide for updating JSONField.
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@ -955,6 +955,9 @@ Usage example:
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>>> print(user_preferences.settings)
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{'font': {'name': 'Arial'}}
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For more information on how to use the ``JSONSet`` and ``JSONRemove``
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functions, see :ref:`updating-jsonfield`.
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.. _math-functions:
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Math Functions
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@ -1443,7 +1443,8 @@ Python native format: dictionaries, lists, strings, numbers, booleans and
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Defaults to ``json.JSONDecoder``.
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To query ``JSONField`` in the database, see :ref:`querying-jsonfield`.
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To query and update ``JSONField`` in the database, see :ref:`querying-jsonfield`
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and :ref:`updating-jsonfield`.
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.. admonition:: Default value
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@ -1333,6 +1333,192 @@ For example:
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>>> Dog.objects.filter(data__has_any_keys=["owner", "breed"])
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<QuerySet [<Dog: Rufus>, <Dog: Meg>]>
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.. _updating-jsonfield:
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Updating ``JSONField``
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======================
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Updating :class:`~django.db.models.JSONField` can be achieved through various
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steps: updating by treating it like dictionary, making use
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:class:`~django.db.models.functions.JSONSet` and
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:class:`~django.db.models.functions.JSONRemove` functions and saving them
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through model instance, and using
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:class:`~django.db.models.functions.JSONSet` and
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:class:`~django.db.models.functions.JSONRemove` inside
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:meth:`~django.db.models.query.QuerySet.update`.
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To demonstrate, we will use the following example model::
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from django.db import models
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class UserPreferences(models.Model):
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settings = models.JSONField()
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To update a :class:`~django.db.models.JSONField` you can modify it directly,
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treating it like a dictionary. Once the desired changes are made, you can save
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the updated data by saving the model instance.
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Consider the following example:
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.. code-block:: pycon
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>>> user_preferences = UserPreferences.objects.create(
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... settings={"theme": "dark", "notifications": True}
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... )
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>>> user_preferences.settings["theme"] = "light"
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>>> user_preferences.save()
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>>> print(user_preferences.settings)
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{'theme': 'light', 'notifications': True}
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The process can be made more secure by using
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:class:`~django.db.models.functions.JSONSet` to insert or update
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specific keys within a :class:`~django.db.models.JSONField`, avoiding race
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conditions. Using :class:`~django.db.models.functions.JSONSet`, the previous
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example is expressed as:
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.. code-block:: pycon
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>>> from django.db.models.functions import JSONSet
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>>> user_preferences = UserPreferences.objects.create(
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... settings={"theme": "dark", "notifications": True}
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... )
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>>> user_preferences.settings = JSONSet("settings", theme="light")
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>>> user_preferences.save()
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>>> UserPreferences.objects.filter(settings__theme="light")
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<QuerySet [<UserPreferences: UserPreferences object (1)>]>
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We can also update multiple keys at once. For example, instead of updating
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each key individually, we can update several keys at once by passing them
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as key-value pairs to the :class:`~django.db.models.functions.JSONSet`
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function.
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.. code-block:: pycon
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>>> user_preferences.settings = JSONSet("settings", theme="dark", notifications=False)
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>>> user_preferences.save()
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>>> UserPreferences.objects.filter(
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... settings__theme="dark",
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... settings__notifications=False,
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... )
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<QuerySet [<UserPreferences: UserPreferences object (1)>]>
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To insert or update nested keys, we can use key transforms inside
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:class:`~django.db.models.functions.JSONSet`, allowing us to update values at
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different levels of the structure without modifying other parts of the field.
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.. code-block:: pycon
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>>> user_preferences.settings = JSONSet(
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... "settings",
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... font__name="Arial",
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... font__size=10,
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... ) # {'theme': 'dark', 'notifications': True, 'font': {'name': 'Arial', 'size': 10}}
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>>> user_preferences.save()
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>>> UserPreferences.objects.filter(
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... settings__font__name="Arial",
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... settings__font__size=10,
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... )
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<QuerySet [<UserPreferences: UserPreferences object (1)>]>
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You can pass ``None`` value inside
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:class:`~django.db.models.functions.JSONSet` key to make JSON ``null``.
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Keep in mind that this will not remove the key; it will only set its value
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to ``null``.
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.. code-block:: pycon
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>>> user_preferences.settings = JSONSet(
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... "settings",
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... font__name="Arial",
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... font__size=None,
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... ) # {'theme': 'dark', 'notifications': True, 'font': {'name': 'Arial', 'size': null}}
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>>> user_preferences.save()
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>>> UserPreferences.objects.filter(
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... settings__font__name="Arial",
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... settings__font__size=None,
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... )
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<QuerySet [<UserPreferences: UserPreferences object (1)>]>
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Django provides :class:`~django.db.models.functions.JSONRemove` to remove
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specific key from a :class:`~django.db.models.JSONField`.
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Here is an example where we use :class:`~django.db.models.functions.JSONRemove`
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to remove data and saving it using the model instance.
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.. code-block:: pycon
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>>> from django.db.models.functions import JSONRemove
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>>> user_preferences = UserPreferences.objects.create(
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... settings={
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... "theme": "dark",
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... "notifications": True,
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... "font": {"size": 10, "name": "Arial"},
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... }
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... )
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>>> user_preferences.settings = JSONRemove("settings", "theme")
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>>> user_preferences.save()
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>>> UserPreferences.objects.filter(settings__theme__isnull=True)
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<QuerySet [<UserPreferences: UserPreferences object (1)>]>
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We can also remove multiple keys from the :class:`~django.db.models.JSONField`
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at once, simplifying the process of modifying the JSON structure.
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This eliminates the need to remove each key individually,
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allowing for more convenient updates when dealing with multiple keys at once.
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.. code-block:: pycon
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>>> user_preferences.settings = JSONRemove("settings", "notifications", "font__size")
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>>> user_preferences.save()
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>>> UserPreferences.objects.filter(
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... settings__notifications__isnull=True,
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... settings__font__size__isnull=True,
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... )
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<QuerySet [<UserPreferences: UserPreferences object (1)>]>
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We can use :class:`~django.db.models.functions.JSONSet`
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and :class:`~django.db.models.functions.JSONRemove` inside
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:meth:`~django.db.models.query.QuerySet.update` to update
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:class:`~django.db.models.JSONField`. To demonstrate using
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:class:`~django.db.models.functions.JSONSet` inside
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:meth:`~django.db.models.query.QuerySet.update`, take a look at this example.
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.. code-block:: pycon
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>>> from django.db.models.functions import JSONSet
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>>> user_preferences = UserPreferences.objects.create(
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... settings={
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... "font": {"name": "Arial", "size": 10},
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... "notifications": True,
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... }
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... )
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>>> UserPreferences.objects.update(
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... settings=JSONSet("settings", font__size=20, notifications=False, theme="dark")
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... )
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1
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>>> user_preferences = UserPreferences.objects.get(pk=user_preferences.pk)
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>>> user_preferences.settings
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{'font': {'name': 'Arial', 'size': 20}, 'notifications': False, 'theme': 'dark'}
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We can also use :class:`~django.db.models.functions.JSONRemove` inside
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:meth:`~django.db.models.query.QuerySet.update`.
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.. code-block:: pycon
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>>> from django.db.models.functions import JSONRemove
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>>> user_preferences = UserPreferences.objects.create(
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... settings={
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... "font": {"name": "Arial", "size": 10},
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... "notifications": True,
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... }
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... )
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>>> UserPreferences.objects.update(
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... settings=JSONRemove("settings", "font__size", "notifications")
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... )
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1
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>>> user_preferences = UserPreferences.objects.get(pk=user_preferences.pk)
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>>> print(user_preferences.settings)
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{'font': {'name': 'Arial'}}
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.. _complex-lookups-with-q:
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Complex lookups with ``Q`` objects
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