|
| 1 | +Collections |
| 2 | +=========== |
| 3 | + |
| 4 | +Documents of the same type are grouped together and stored in the database as collections. The X DevAPI uses Collection objects to store and retrieve documents. |
| 5 | + |
| 6 | +Creating collections |
| 7 | +-------------------- |
| 8 | + |
| 9 | +In order to create a new collection call the :func:`mysqlx.Schema.create_collection()` function from a :class:`mysqlx.Schema` object. It returns a Collection object that can be used right away, for example to insert documents into the collection. |
| 10 | + |
| 11 | +Optionally, the argument ``reuse_existing`` can be set to ``True`` to prevent an error being generated if a collection with the same name already exists. |
| 12 | + |
| 13 | +.. code-block:: python |
| 14 | +
|
| 15 | + import mysqlx |
| 16 | +
|
| 17 | + # Connect to server on localhost |
| 18 | + session = mysqlx.get_session({ |
| 19 | + 'host': 'localhost', |
| 20 | + 'port': 33060, |
| 21 | + 'user': 'mike', |
| 22 | + 'password': 's3cr3t!' |
| 23 | + }) |
| 24 | +
|
| 25 | + schema = session.get_schema('test') |
| 26 | +
|
| 27 | + # Create 'my_collection' in schema |
| 28 | + schema.create_collection('my_collection', reuse_existing=True) |
| 29 | +
|
| 30 | +Schema validation |
| 31 | +~~~~~~~~~~~~~~~~~ |
| 32 | + |
| 33 | +Optionally, the argument ``validation`` can be set to create a server-side document validation schema. This argument should be a :class:`dict`, which includes a ``schema`` key matching a valid `JSON schema <https://json-schema.org/>`_ definition. You should also include the ``level`` key to effectively enable (`STRICT`) or disable (`OFF`) it. |
| 34 | + |
| 35 | +.. code-block:: python |
| 36 | +
|
| 37 | + validation = { |
| 38 | + "level": "STRICT", |
| 39 | + "schema": { |
| 40 | + "id": "http://json-schema.org/geo", |
| 41 | + "$schema": "http://json-schema.org/draft-07/schema#", |
| 42 | + "title": "Longitude and Latitude Values", |
| 43 | + "description": "A geographical coordinate", |
| 44 | + "required": ["latitude", "longitude"], |
| 45 | + "type": "object", |
| 46 | + "properties": { |
| 47 | + "latitude": { |
| 48 | + "type": "number", |
| 49 | + "minimum": -90, |
| 50 | + "maximum": 90 |
| 51 | + }, |
| 52 | + "longitude": { |
| 53 | + "type": "number", |
| 54 | + "minimum": -180, |
| 55 | + "maximum": 180 |
| 56 | + } |
| 57 | + }, |
| 58 | + } |
| 59 | + } |
| 60 | +
|
| 61 | + # Create 'my_collection' in schema with a schema validation |
| 62 | + schema.create_collection('my_collection', validation=validation) |
| 63 | +
|
| 64 | +When trying to insert a document that violates the schema definition for the collection, an error is thrown. |
| 65 | + |
| 66 | +Modifying collections |
| 67 | +--------------------- |
| 68 | + |
| 69 | +To enable a JSON schema validation on an existing collection (or to update it if already exists), you can use :func:`mysqlx.Schema.modify_collection()` function. |
| 70 | + |
| 71 | +.. code-block:: python |
| 72 | +
|
| 73 | + # Using the same 'validation' dictionary used above, we can |
| 74 | + # modify 'my_collection' to include a schema validation |
| 75 | + schema.modify_collection('my_collection', validation=validation) |
| 76 | +
|
| 77 | +Using Collection patch (:func:`mysqlx.ModifyStatement.patch()`) |
| 78 | +--------------------------------------------------------------- |
| 79 | + |
| 80 | +First we need to get a session and a schema. |
| 81 | + |
| 82 | +.. code-block:: python |
| 83 | +
|
| 84 | + import mysqlx |
| 85 | +
|
| 86 | + # Connect to server on localhost |
| 87 | + session = mysqlx.get_session({ |
| 88 | + 'host': 'localhost', |
| 89 | + 'port': 33060, |
| 90 | + 'user': 'mike', |
| 91 | + 'password': 's3cr3t!' |
| 92 | + }) |
| 93 | +
|
| 94 | + schema = session.get_schema('test') |
| 95 | +
|
| 96 | +Next step is create a sample collection and add some sample data. |
| 97 | + |
| 98 | +.. code-block:: python |
| 99 | +
|
| 100 | + # Create 'collection_GOT' in schema |
| 101 | + schema.create_collection('collection_GOT') |
| 102 | +
|
| 103 | + # Get 'collection_GOT' from schema |
| 104 | + collection = schema.get_collection('collection_GOT') |
| 105 | +
|
| 106 | + collection.add( |
| 107 | + {"name": "Bran", "family_name": "Stark", "age": 18, |
| 108 | + "parents": ["Eddard Stark", "Catelyn Stark"]}, |
| 109 | + {"name": "Sansa", "family_name": "Stark", "age": 21, |
| 110 | + "parents": ["Eddard Stark", "Catelyn Stark"]}, |
| 111 | + {"name": "Arya", "family_name": "Stark", "age": 20, |
| 112 | + "parents": ["Eddard Stark", "Catelyn Stark"]}, |
| 113 | + {"name": "Jon", "family_name": "Snow", "age": 30}, |
| 114 | + {"name": "Daenerys", "family_name": "Targaryen", "age": 30}, |
| 115 | + {"name": "Margaery", "family_name": "Tyrell", "age": 35}, |
| 116 | + {"name": "Cersei", "family_name": "Lannister", "age": 44, |
| 117 | + "parents": ["Tywin Lannister, Joanna Lannister"]}, |
| 118 | + {"name": "Tyrion", "family_name": "Lannister", "age": 48, |
| 119 | + "parents": ["Tywin Lannister, Joanna Lannister"]}, |
| 120 | + ).execute() |
| 121 | +
|
| 122 | +This example shows how to add a new field to a matching documents in a |
| 123 | +collection, in this case the new field name will be ``_is`` with the value |
| 124 | +of ``young`` for those documents with ``age`` field equal or smaller than 21 and |
| 125 | +the value ``old`` for documents with ``age`` field value greater than 21. |
| 126 | + |
| 127 | +.. code-block:: python |
| 128 | +
|
| 129 | + collection.modify("age <= 21").patch( |
| 130 | + '{"_is": "young"}').execute() |
| 131 | + collection.modify("age > 21").patch( |
| 132 | + '{"_is": "old"}').execute() |
| 133 | +
|
| 134 | + for doc in mys.collection.find().execute().fetch_all(): |
| 135 | + if doc.age <= 21: |
| 136 | + assert(doc._is == "young") |
| 137 | + else: |
| 138 | + assert(doc._is == "old") |
| 139 | +
|
| 140 | +This example shows how to add a new field with an array value. |
| 141 | +The code will add the field "parents" with the value of |
| 142 | +``["Mace Tyrell", "Alerie Tyrell"]`` |
| 143 | +to documents whose ``family_name`` field has value ``Tyrell``. |
| 144 | + |
| 145 | +.. code-block:: python |
| 146 | +
|
| 147 | + collection.modify('family_name == "Tyrell"').patch( |
| 148 | + {"parents": ["Mace Tyrell", "Alerie Tyrell"]}).execute() |
| 149 | + doc = collection.find("name = 'Margaery'").execute().fetch_all()[0] |
| 150 | +
|
| 151 | + assert(doc.parents == ["Mace Tyrell", "Alerie Tyrell"]) |
| 152 | +
|
| 153 | +
|
| 154 | +This example shows how to add a new field ``dragons`` with a JSON document as |
| 155 | +value. |
| 156 | + |
| 157 | +.. code-block:: python |
| 158 | +
|
| 159 | + collection.modify('name == "Daenerys"').patch(''' |
| 160 | + {"dragons":{"drogon": "black with red markings", |
| 161 | + "Rhaegal": "green with bronze markings", |
| 162 | + "Viserion": "creamy white, with gold markings", |
| 163 | + "count": 3}} |
| 164 | + ''').execute() |
| 165 | + doc = collection.find("name = 'Daenerys'").execute().fetch_all()[0] |
| 166 | + assert(doc.dragons == {"count": 3, |
| 167 | + "drogon": "black with red markings", |
| 168 | + "Rhaegal": "green with bronze markings", |
| 169 | + "Viserion": "creamy white, with gold markings"}) |
| 170 | +
|
| 171 | +
|
| 172 | +This example uses the previews one to show how to remove of the nested field |
| 173 | +``Viserion`` on ``dragons`` field and at the same time how to update the value of |
| 174 | +the ``count`` field with a new value based in the current one. |
| 175 | + |
| 176 | +.. note:: In the :func:`mysqlx.ModifyStatement.patch()` all strings are considered literals, |
| 177 | + for expressions the usage of the :func:`mysqlx.expr()` is required. |
| 178 | + |
| 179 | +.. code-block:: python |
| 180 | +
|
| 181 | + collection.modify('name == "Daenerys"').patch(mysqlx.expr(''' |
| 182 | + JSON_OBJECT("dragons", JSON_OBJECT("count", $.dragons.count -1, |
| 183 | + "Viserion", Null)) |
| 184 | + ''')).execute() |
| 185 | + doc = mys.collection.find("name = 'Daenerys'").execute().fetch_all()[0] |
| 186 | + assert(doc.dragons == {'count': 2, |
| 187 | + 'Rhaegal': 'green with bronze markings', |
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