marshmallow-polyfield 2.1

An unoffical extension to Marshmallow to allow for polymorphic fields

# mashmallow-polyfield

[](https://readthedocs.org/projects/marshmallow-polyfield/?badge=latest)
[](https://travis-ci.org/Bachmann1234/marshmallow-polyfield)
[](https://coveralls.io/github/Bachmann1234/marshmallow-polyfield?branch=master)


An unoffical extension to Marshmallow to allow for polymorphic fields.

Marshmallow is a fantastic library for serialization and deserialization of data.
For more on that project see its [GitHub](https://github.com/marshmallow-code/marshmallow) page or its [Documentation](http://marshmallow.readthedocs.org/en/latest/)

This project adds a custom field designed for polymorphic types. This allows you to define a schema that says "This field accepts anything of type X"

The secret to this field is that you need to define two functions. One to be used when serializing, and another for deserializing. These functions
take in the raw value and return the schema to use.

An example can be seen in `tests/shapes.py` in `shape_schema_disambiguation`

This field should support the same properties as other Marshmallow fields. I have worked with `required` `allow_none` and `many`.

Below is an example schema using this field.


```
def shape_schema_serialization_disambiguation(base_object):
class_to_schema = {
Rectangle.__name__: RectangleSchema,
Triangle.__name__: TriangleSchema
}
try:
return class_to_schema[base_object.__class__.__name__]()
except KeyError:
pass

raise TypeError("Could not detect type. "
"Did not have a base or a length. "
"Are you sure this is a shape?")


def shape_schema_deserialization_disambiguation(object_dict):
if object_dict.get("base"):
return TriangleSchema()
elif object_dict.get("length"):
return RectangleSchema()

raise TypeError("Could not detect type. "
"Did not have a base or a length. "
"Are you sure this is a shape?")

class ContrivedShapeClass(object):
def __init__(self, main, others):
self.main = main
self.others = others

def __eq__(self, other):
return self.__dict__ == other.__dict__


class ContrivedShapeClassSchema(Schema):
main = PolyField(
serialization_schema_selector=shape_schema_serialization_disambiguation,
deserialization_schema_selector=shape_schema_deserialization_disambiguation,
required=True
)
others = PolyField(
serialization_schema_selector=shape_schema_serialization_disambiguation,
deserialization_schema_selector=shape_schema_deserialization_disambiguation,
allow_none=True,
many=True
)
def make_object(self, data):
return TestPolyField.ContrivedShapeClass(
data.get('main'),
data.get('others')
)
```