DOCSP-46701: Serialization

source/index.txt

@@ -24,6 +24,7 @@ MongoDB {+driver-short+} Documentation
    Data Formats </data-formats>
    Logging </logging>
    Monitoring </monitoring>
+   Serialization </serialization>
    Third-Party Tools </tools>
    FAQ </faq>
    Troubleshooting </troubleshooting>
@@ -100,6 +101,22 @@ Specialized Data Formats
 Learn how to work with specialized data formats and custom types in the
 :ref:`pymongo-data-formats` section.
 
+Logging
+-------
+
+Learn how to configure logging in the :ref:`pymongo-logging` section.
+
+Monitoring
+----------
+
+Learn how to monitor changes to your application in the :ref:`pymongo-monitoring` section.
+
+Serialization
+-------------
+
+Learn how {+driver-short+} serializes and deserializes data in the
+:ref:`pymongo-serialization` section.
+
 Third-Party Tools
 -----------------
 

source/serialization.txt

@@ -0,0 +1,92 @@
+.. _pymongo-serialization:
+
+=============
+Serialization
+=============
+
+.. facet::
+   :name: genre
+   :values: reference
+
+.. meta::
+   :keywords: class, map, deserialize
+
+.. contents:: On this page
+   :local:
+   :backlinks: none
+   :depth: 2
+   :class: singlecol
+
+Overview
+--------
+
+In this guide, you can learn how to use {+driver-short+} to perform
+serialization.
+
+Serialization is the process of mapping a {+language+} object to a BSON
+document for storage in MongoDB. {+driver-short+} automatically converts basic {+language+}
+types into BSON when you insert a document into a collection. Similarly, when you retrieve a
+document from a collection, {+driver-short+} automatically converts the returned BSON
+back into the corresponding {+language+} types.
+
+You can use {+driver-short+} to serialize and deserialize the following {+language+}
+types:
+
+- ``str``
+- ``int``
+- ``float``
+- ``bool``
+- ``datetime.datetime``
+- ``list``
+- ``dict``
+- ``None``
+
+For a complete list of {+language+}-to-BSON mappings, see the `bson <{+api-root+}bson/index.html>`__
+API documentation.
+
+Custom Classes
+--------------
+
+To serialize and deserialize custom {+language+} classes, you must implement custom logic
+to handle the conversion. The following sections show how to serialize and deserialize
+custom classes.
+
+Serializing Custom Classes
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+To serialize a custom class, you must convert the class to a dictionary. The following
+example serializes a custom class by using the ``vars()`` method, and then inserts the
+serialized object into a collection:
+
+.. code-block:: python
+
+   class Restaurant:
+       def __init__(self, name, cuisine):
+           self.name = name
+           self.cuisine = cuisine
+
+   restaurant = Guitar("Example Cafe", "Coffee")
+   restaurant_dict = vars(restaurant)
+
+   collection.insert_one(restaurant_dict)
+
+To learn more about inserting documents into a collection, see the :ref:`pymongo-write-insert`
+guide.
+
+Deserializing Custom Classes
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+To deserialize a custom class, you must convert the dictionary back into an instance of
+the class. The following example retrieves a document from a collection, and then converts
+it back into a ``Restaurant`` object from the preceding example:
+
+.. code-block:: python
+
+   def deserialize_restaurant(doc):
+       return Restaurant(name=doc["name"], cuisine=doc["cuisine"])
+
+   restaurant_doc = collection.find_one({"name": "Example Cafe"})
+   restaurant = deserialize_restaurant(restaurant_doc)
+
+To learn more about retrieving documents from a collection, see the :ref:`pymongo-retrieve`
+guide.

source/troubleshooting.txt

@@ -110,149 +110,6 @@ frameworks.
    if __name__ == "__main__":
        app.run()
 
-Query Works in the Shell But Not in {+driver-short+}
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-After the ``_id`` field, which is always first, the key-value pairs in a BSON document can
-be in any order. The ``mongo`` shell preserves key order when reading and writing
-data, as shown by the fields "b" and "a" in the following code example:
-
-.. code-block:: javascript
-
-   // mongo shell
-   db.collection.insertOne( { "_id" : 1, "subdocument" : { "b" : 1, "a" : 1 } } )
-   // Returns: WriteResult({ "nInserted" : 1 })
-
-   db.collection.findOne()
-   // Returns: { "_id" : 1, "subdocument" : { "b" : 1, "a" : 1 } }
-
-{+driver-short+} represents BSON documents as Python dictionaries by default,
-and the order of keys in dictionaries is not defined. In Python, a dictionary declared with
-the "a" key first is the same as one with the "b" key first. In the following example,
-the keys are displayed in the same order regardless of their order in the ``print``
-statement:
-
-.. code-block:: python
-
-   print({'a': 1.0, 'b': 1.0})
-   # Returns: {'a': 1.0, 'b': 1.0}
-
-   print({'b': 1.0, 'a': 1.0})
-   # Returns: {'a': 1.0, 'b': 1.0}
-
-Similarly, Python dictionaries might not show keys in the order they are
-stored in BSON. The following example shows the result of printing the document
-inserted in a preceding example:
-
-.. code-block:: python
-
-   print(collection.find_one())
-   # Returns: {'_id': 1.0, 'subdocument': {'a': 1.0, 'b': 1.0}}
-
-To preserve the order of keys when reading BSON, use the ``SON`` class,
-which is a dictionary that remembers its key order.
-
-The following code example shows how to create a collection
-configured to use the ``SON`` class:
-
-.. code-block:: python
-
-   from bson import CodecOptions, SON
-
-   opts = CodecOptions(document_class=SON)
-
-   CodecOptions(document_class=...SON..., tz_aware=False, uuid_representation=UuidRepresentation.UNSPECIFIED, unicode_decode_error_handler='strict', tzinfo=None, type_registry=TypeRegistry(type_codecs=[], fallback_encoder=None), datetime_conversion=DatetimeConversion.DATETIME)
-   collection_son = collection.with_options(codec_options=opts)
-
-When you find the preceding subdocument, the driver represents query results with
-``SON`` objects and preserves key order:
-
-.. io-code-block::
-
-   .. input::
-      :language: python
-
-      print(collection_son.find_one())
-
-   .. output::
-
-      SON([('_id', 1.0), ('subdocument', SON([('b', 1.0), ('a', 1.0)]))])
-
-The subdocument's actual storage layout is now visible: "b" is before "a".
-
-Because a Python dictionary's key order is not defined, you cannot predict how it will be
-serialized to BSON. However, MongoDB considers subdocuments equal only if their
-keys have the same order. If you use a Python dictionary to query on a subdocument, it may
-not match:
-
-.. io-code-block::
-
-   .. input:: 
-      :language: python
-
-      collection.find_one({'subdocument': {'b': 1.0, 'a': 1.0}}) is None
-
-   .. output::
-
-      True
-
-Because Python considers the two dictionaries the same, swapping the key order in your query
-makes no difference:
-
-.. io-code-block::
-
-   .. input:: 
-      :language: python
-
-      collection.find_one({'subdocument': {'b': 1.0, 'a': 1.0}}) is None
-
-   .. output::
-
-      True
-
-You can solve this in two ways. First, you can match the subdocument field-by-field:
-
-.. io-code-block::
-
-   .. input::
-      :language: python
-
-      collection.find_one({'subdocument.a': 1.0,
-                         'subdocument.b': 1.0})
-
-   .. output::
-
-      {'_id': 1.0, 'subdocument': {'a': 1.0, 'b': 1.0}}
-
-The query matches any subdocument with an "a" of 1.0 and a "b" of 1.0,
-regardless of the order in which you specify them in Python, or the order in which they're
-stored in BSON. This query also now matches subdocuments with additional
-keys besides "a" and "b", whereas the previous query required an exact match.
-
-The second solution is to use a ``~bson.son.SON`` object to specify the key order:
-
-.. io-code-block::
-
-   .. input::
-      :language: python
-
-      query = {'subdocument': SON([('b', 1.0), ('a', 1.0)])}
-      collection.find_one(query)
-
-   .. output::
-
-      {'_id': 1.0, 'subdocument': {'a': 1.0, 'b': 1.0}}
-
-The driver preserves the key order you use when you create a ``~bson.son.SON``
-when serializing it to BSON and using it as a query. Thus, you can create a
-subdocument that exactly matches the subdocument in the collection.
-
-.. note:: 
-
-   For more information about subdocument matching, see the
-   `Query on Embedded/Nested Documents <https://www.mongodb.com/docs/manual/tutorial/query-embedded-documents/>`__
-   guide in the {+mdb-server+} documentation.
-
 Cursors
 -------