2.4. Documents instances

To create a new document object, create an instance of the relevant document class, providing values for its fields as constructor keyword arguments. You may provide values for any of the fields on the document:

>>> page = Page(title="Test Page")
>>> page.title
'Test Page'

You may also assign values to the document’s fields using standard object attribute syntax:

>>> page.title = "Example Page"
>>> page.title
'Example Page'

2.4.1. Saving and deleting documents

MongoEngine tracks changes to documents to provide efficient saving. To save the document to the database, call the save() method. If the document does not exist in the database, it will be created. If it does already exist, then any changes will be updated atomically. For example:

>>> page = Page(title="Test Page")
>>> page.save()  # Performs an insert
>>> page.title = "My Page"
>>> page.save()  # Performs an atomic set on the title field.

Note

Changes to documents are tracked and on the whole perform set operations.

  • list_field.push(0)sets the resulting list
  • del(list_field)unsets whole list

With lists its preferable to use Doc.update(push__list_field=0) as this stops the whole list being updated — stopping any race conditions.

See also

Atomic updates

2.4.1.1. Pre save data validation and cleaning

MongoEngine allows you to create custom cleaning rules for your documents when calling save(). By providing a custom clean() method you can do any pre validation / data cleaning.

This might be useful if you want to ensure a default value based on other document values for example:

class Essay(Document):
    status = StringField(choices=('Published', 'Draft'), required=True)
    pub_date = DateTimeField()

    def clean(self):
        """Ensures that only published essays have a `pub_date` and
        automatically sets the pub_date if published and not set"""
        if self.status == 'Draft' and self.pub_date is not None:
            msg = 'Draft entries should not have a publication date.'
            raise ValidationError(msg)
        # Set the pub_date for published items if not set.
        if self.status == 'Published' and self.pub_date is None:
            self.pub_date = datetime.now()

Note

Cleaning is only called if validation is turned on and when calling save().

2.4.1.2. Cascading Saves

If your document contains ReferenceField or GenericReferenceField objects, then by default the save() method will not save any changes to those objects. If you want all references to be saved also, noting each save is a separate query, then passing cascade as True to the save method will cascade any saves.

2.4.1.3. Deleting documents

To delete a document, call the delete() method. Note that this will only work if the document exists in the database and has a valid id.

2.4.2. Document IDs

Each document in the database has a unique id. This may be accessed through the id attribute on Document objects. Usually, the id will be generated automatically by the database server when the object is save, meaning that you may only access the id field once a document has been saved:

>>> page = Page(title="Test Page")
>>> page.id
>>> page.save()
>>> page.id
ObjectId('123456789abcdef000000000')

Alternatively, you may define one of your own fields to be the document’s “primary key” by providing primary_key=True as a keyword argument to a field’s constructor. Under the hood, MongoEngine will use this field as the id; in fact id is actually aliased to your primary key field so you may still use id to access the primary key if you want:

>>> class User(Document):
...     email = StringField(primary_key=True)
...     name = StringField()
...
>>> bob = User(email='bob@example.com', name='Bob')
>>> bob.save()
>>> bob.id == bob.email == 'bob@example.com'
True

You can also access the document’s “primary key” using the pk field, it’s an alias to id:

>>> page = Page(title="Another Test Page")
>>> page.save()
>>> page.id == page.pk
True

Note

If you define your own primary key field, the field implicitly becomes required, so a ValidationError will be thrown if you don’t provide it.

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