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432 lines
14 KiB
ReStructuredText
432 lines
14 KiB
ReStructuredText
.. _ObjectType:
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ObjectType
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==========
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A Graphene *ObjectType* is the building block used to define the relationship between **Fields** in your **Schema** and how their data is retrieved.
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The basics:
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- Each ObjectType is a Python class that inherits from ``graphene.ObjectType``.
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- Each attribute of the ObjectType represents a ``Field``.
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- Each ``Field`` has a :ref:`resolver method<Resolvers>` to fetch data (or :ref:`DefaultResolver`).
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Quick example
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-------------
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This example model defines a Person, with a first and a last name:
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.. code:: python
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from graphene import ObjectType, String
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class Person(ObjectType):
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first_name = String()
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last_name = String()
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full_name = String()
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def resolve_full_name(parent, info):
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return f"{parent.first_name} {parent.last_name}"
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This *ObjectType* defines the field **first\_name**, **last\_name**, and **full\_name**. Each field is specified as a class attribute, and each attribute maps to a Field. Data is fetched by our ``resolve_full_name`` :ref:`resolver method<Resolvers>` for ``full_name`` field and the :ref:`DefaultResolver` for other fields.
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The above ``Person`` ObjectType has the following schema representation:
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.. code::
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type Person {
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firstName: String
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lastName: String
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fullName: String
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}
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.. _Resolvers:
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Resolvers
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---------
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A **Resolver** is a method that helps us answer **Queries** by fetching data for a **Field** in our **Schema**.
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Resolvers are lazily executed, so if a field is not included in a query, its resolver will not be executed.
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Each field on an *ObjectType* in Graphene should have a corresponding resolver method to fetch data. This resolver method should match the field name. For example, in the ``Person`` type above, the ``full_name`` field is resolved by the method ``resolve_full_name``.
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Each resolver method takes the parameters:
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* :ref:`ResolverParamParent` for the value object use to resolve most fields
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* :ref:`ResolverParamInfo` for query and schema meta information and per-request context
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* :ref:`ResolverParamGraphQLArguments` as defined on the **Field**.
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.. _ResolverArguments:
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Resolver Parameters
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~~~~~~~~~~~~~~~~~~~
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.. _ResolverParamParent:
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Parent Value Object (*parent*)
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******************************
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This parameter is typically used to derive the values for most fields on an *ObjectType*.
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The first parameter of a resolver method (*parent*) is the value object returned from the resolver of the parent field. If there is no parent field, such as a root Query field, then the value for *parent* is set to the ``root_value`` configured while executing the query (default ``None``). See :ref:`SchemaExecute` for more details on executing queries.
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Resolver example
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^^^^^^^^^^^^^^^^
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If we have a schema with Person type and one field on the root query.
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.. code:: python
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from graphene import ObjectType, String, Field
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class Person(ObjectType):
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full_name = String()
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def resolve_full_name(parent, info):
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return f"{parent.first_name} {parent.last_name}"
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class Query(ObjectType):
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me = Field(Person)
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def resolve_me(parent, info):
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# returns an object that represents a Person
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return get_human(name="Luke Skywalker")
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When we execute a query against that schema.
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.. code:: python
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schema = Schema(query=Query)
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query_string = "{ me { fullName } }"
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result = schema.execute(query_string)
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assert result.data["me"] == {"fullName": "Luke Skywalker"}
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Then we go through the following steps to resolve this query:
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* ``parent`` is set with the root_value from query execution (None).
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* ``Query.resolve_me`` called with ``parent`` None which returns a value object ``Person("Luke", "Skywalker")``.
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* This value object is then used as ``parent`` while calling ``Person.resolve_full_name`` to resolve the scalar String value "Luke Skywalker".
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* The scalar value is serialized and sent back in the query response.
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Each resolver returns the next :ref:`ResolverParamParent` to be used in executing the following resolver in the chain. If the Field is a Scalar type, that value will be serialized and sent in the **Response**. Otherwise, while resolving Compound types like *ObjectType*, the value be passed forward as the next :ref:`ResolverParamParent`.
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Naming convention
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^^^^^^^^^^^^^^^^^
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This :ref:`ResolverParamParent` is sometimes named ``obj``, ``parent``, or ``source`` in other GraphQL documentation. It can also be named after the value object being resolved (ex. ``root`` for a root Query or Mutation, and ``person`` for a Person value object). Sometimes this argument will be named ``self`` in Graphene code, but this can be misleading due to :ref:`ResolverImplicitStaticMethod` while executing queries in Graphene.
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.. _ResolverParamInfo:
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GraphQL Execution Info (*info*)
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*******************************
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The second parameter provides two things:
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* reference to meta information about the execution of the current GraphQL Query (fields, schema, parsed query, etc.)
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* access to per-request ``context`` which can be used to store user authentication, data loader instances or anything else useful for resolving the query.
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Only context will be required for most applications. See :ref:`SchemaExecuteContext` for more information about setting context.
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.. _ResolverParamGraphQLArguments:
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GraphQL Arguments (*\*\*kwargs*)
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********************************
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Any arguments that a field defines gets passed to the resolver function as
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keyword arguments. For example:
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.. code:: python
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from graphene import ObjectType, Field, String
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class Query(ObjectType):
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human_by_name = Field(Human, name=String(required=True))
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def resolve_human_by_name(parent, info, name):
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return get_human(name=name)
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You can then execute the following query:
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.. code::
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query {
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humanByName(name: "Luke Skywalker") {
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firstName
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lastName
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}
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}
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*Note:* There are several arguments to a field that are "reserved" by Graphene
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(see :ref:`fields-mounted-types`).
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You can still define an argument that clashes with one of these fields by using
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the ``args`` parameter like so:
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.. code:: python
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from graphene import ObjectType, Field, String
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class Query(ObjectType):
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answer = String(args={'description': String()})
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def resolve_answer(parent, info, description):
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return description
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Convenience Features of Graphene Resolvers
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. _ResolverImplicitStaticMethod:
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Implicit staticmethod
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*********************
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One surprising feature of Graphene is that all resolver methods are treated implicitly as staticmethods. This means that, unlike other methods in Python, the first argument of a resolver is *never* ``self`` while it is being executed by Graphene. Instead, the first argument is always :ref:`ResolverParamParent`. In practice, this is very convenient as, in GraphQL, we are almost always more concerned with the using the parent value object to resolve queries than attributes on the Python object itself.
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The two resolvers in this example are effectively the same.
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.. code:: python
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from graphene import ObjectType, String
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class Person(ObjectType):
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first_name = String()
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last_name = String()
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@staticmethod
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def resolve_first_name(parent, info):
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'''
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Decorating a Python method with `staticmethod` ensures that `self` will not be provided as an
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argument. However, Graphene does not need this decorator for this behavior.
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'''
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return parent.first_name
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def resolve_last_name(parent, info):
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'''
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Normally the first argument for this method would be `self`, but Graphene executes this as
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a staticmethod implicitly.
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'''
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return parent.last_name
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# ...
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If you prefer your code to be more explicit, feel free to use ``@staticmethod`` decorators. Otherwise, your code may be cleaner without them!
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.. _DefaultResolver:
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Default Resolver
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****************
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If a resolver method is not defined for a **Field** attribute on our *ObjectType*, Graphene supplies a default resolver.
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If the :ref:`ResolverParamParent` is a dictionary, the resolver will look for a dictionary key matching the field name. Otherwise, the resolver will get the attribute from the parent value object matching the field name.
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.. code:: python
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from collections import namedtuple
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from graphene import ObjectType, String, Field, Schema
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PersonValueObject = namedtuple("Person", ["first_name", "last_name"])
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class Person(ObjectType):
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first_name = String()
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last_name = String()
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class Query(ObjectType):
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me = Field(Person)
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my_best_friend = Field(Person)
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def resolve_me(parent, info):
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# always pass an object for `me` field
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return PersonValueObject(first_name="Luke", last_name="Skywalker")
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def resolve_my_best_friend(parent, info):
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# always pass a dictionary for `my_best_fiend_field`
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return {"first_name": "R2", "last_name": "D2"}
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schema = Schema(query=Query)
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result = schema.execute('''
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{
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me { firstName lastName }
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myBestFriend { firstName lastName }
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}
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''')
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# With default resolvers we can resolve attributes from an object..
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assert result.data["me"] == {"firstName": "Luke", "lastName": "Skywalker"}
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# With default resolvers, we can also resolve keys from a dictionary..
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assert result.data["myBestFriend"] == {"firstName": "R2", "lastName": "D2"}
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Advanced
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~~~~~~~~
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GraphQL Argument defaults
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*************************
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If you define an argument for a field that is not required (and in a query
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execution it is not provided as an argument) it will not be passed to the
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resolver function at all. This is so that the developer can differentiate
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between a ``undefined`` value for an argument and an explicit ``null`` value.
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For example, given this schema:
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.. code:: python
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from graphene import ObjectType, String
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class Query(ObjectType):
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hello = String(required=True, name=String())
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def resolve_hello(parent, info, name):
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return name if name else 'World'
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And this query:
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.. code::
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query {
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hello
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}
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An error will be thrown:
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.. code::
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TypeError: resolve_hello() missing 1 required positional argument: 'name'
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You can fix this error in several ways. Either by combining all keyword arguments
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into a dict:
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.. code:: python
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from graphene import ObjectType, String
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class Query(ObjectType):
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hello = String(required=True, name=String())
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def resolve_hello(parent, info, **kwargs):
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name = kwargs.get('name', 'World')
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return f'Hello, {name}!'
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Or by setting a default value for the keyword argument:
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.. code:: python
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from graphene import ObjectType, String
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class Query(ObjectType):
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hello = String(required=True, name=String())
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def resolve_hello(parent, info, name='World'):
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return f'Hello, {name}!'
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One can also set a default value for an Argument in the GraphQL schema itself using Graphene!
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.. code:: python
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from graphene import ObjectType, String
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class Query(ObjectType):
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hello = String(
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required=True,
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name=String(default_value='World')
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)
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def resolve_hello(parent, info, name):
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return f'Hello, {name}!'
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Resolvers outside the class
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***************************
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A field can use a custom resolver from outside the class:
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.. code:: python
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from graphene import ObjectType, String
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def resolve_full_name(person, info):
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return f"{person.first_name} {person.last_name}"
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class Person(ObjectType):
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first_name = String()
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last_name = String()
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full_name = String(resolver=resolve_full_name)
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Instances as value objects
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**************************
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Graphene ``ObjectType``\ s can act as value objects too. So with the
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previous example you could use ``Person`` to capture data for each of the *ObjectType*'s fields.
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.. code:: python
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peter = Person(first_name='Peter', last_name='Griffin')
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peter.first_name # prints "Peter"
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peter.last_name # prints "Griffin"
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Field camelcasing
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*****************
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Graphene automatically camelcases fields on *ObjectType* from ``field_name`` to ``fieldName`` to conform with GraphQL standards. See :ref:`SchemaAutoCamelCase` for more information.
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*ObjectType* Configuration - Meta class
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---------------------------------------
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Graphene uses a Meta inner class on *ObjectType* to set different options.
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GraphQL type name
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~~~~~~~~~~~~~~~~~
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By default the type name in the GraphQL schema will be the same as the class name
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that defines the ``ObjectType``. This can be changed by setting the ``name``
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property on the ``Meta`` class:
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.. code:: python
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from graphene import ObjectType
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class MyGraphQlSong(ObjectType):
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class Meta:
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name = 'Song'
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GraphQL Description
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~~~~~~~~~~~~~~~~~~~
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The schema description of an *ObjectType* can be set as a docstring on the Python object or on the Meta inner class.
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.. code:: python
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from graphene import ObjectType
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class MyGraphQlSong(ObjectType):
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''' We can set the schema description for an Object Type here on a docstring '''
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class Meta:
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description = 'But if we set the description in Meta, this value is used instead'
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Interfaces & Possible Types
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~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Setting ``interfaces`` in Meta inner class specifies the GraphQL Interfaces that this Object implements.
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Providing ``possible_types`` helps Graphene resolve ambiguous types such as interfaces or Unions.
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See :ref:`Interfaces` for more information.
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.. code:: python
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from graphene import ObjectType, Node
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Song = namedtuple('Song', ('title', 'artist'))
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class MyGraphQlSong(ObjectType):
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class Meta:
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interfaces = (Node, )
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possible_types = (Song, )
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.. _Interface: /docs/interfaces/
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