Add main GenericSchema class

This commit is contained in:
Daniil Fajnberg 2023-03-10 17:49:09 +01:00
parent 127ba69d3b
commit bff3c7ef52
Signed by: daniil-berg
GPG Key ID: BE187C50903BEE97
2 changed files with 105 additions and 0 deletions

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"""Definition of the `GenericSchema` base class."""
from collections.abc import Iterable, Mapping, Sequence
from typing import TYPE_CHECKING, Any, Literal, Optional, TypeVar, Union, overload
from marshmallow import Schema
from ._util import GenericInsightMixin
from .decorators import post_load
_T = TypeVar("_T")
class GenericSchema(GenericInsightMixin[_T], Schema):
"""
Schema parameterized by the class it deserializes data to.
Registers a `post_load` hook to pass validated data to the constructor
of the specified class.
Requires a specific (non-generic) class to be passed as the type argument
for deserialization to work properly.
"""
@post_load
def instantiate(self, data: dict[str, Any], **_kwargs: Any) -> _T:
"""Unpacks `data` into the constructor of the specified type."""
return self._get_type_arg()(**data)
if TYPE_CHECKING:
@overload # type: ignore[override]
def load(
self,
data: Union[Mapping[str, Any], Iterable[Mapping[str, Any]]],
*,
many: Literal[True],
partial: Union[bool, Sequence[str], set[str], None] = None,
unknown: Optional[str] = None,
) -> list[_T]:
...
@overload
def load(
self,
data: Union[Mapping[str, Any], Iterable[Mapping[str, Any]]],
*,
many: Optional[Literal[False]] = None,
partial: Union[bool, Sequence[str], set[str], None] = None,
unknown: Optional[str] = None,
) -> _T:
...
def load(
self,
data: Union[Mapping[str, Any], Iterable[Mapping[str, Any]]],
*,
many: Optional[bool] = None,
partial: Union[bool, Sequence[str], set[str], None] = None,
unknown: Optional[str] = None,
) -> Union[list[_T], _T]:
"""
Same as `marshmallow.Schema.load` at runtime.
Annotations ensure that type checkers will infer the return type
correctly based on the type argument passed to a specific subclass.
"""
...

37
tests/test_schema.py Normal file
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from unittest import TestCase
from unittest.mock import MagicMock, patch
from marshmallow_generic import _util, schema
class GenericSchemaTestCase(TestCase):
@patch.object(_util.GenericInsightMixin, "_get_type_arg")
def test_instantiate(self, mock__get_type_arg: MagicMock) -> None:
mock__get_type_arg.return_value = mock_cls = MagicMock()
mock_data = {"foo": "bar", "spam": 123}
class Foo:
pass
schema_obj = schema.GenericSchema[Foo]()
# Explicit annotation to possibly catch mypy errors:
output: Foo = schema_obj.instantiate(mock_data)
self.assertIs(mock_cls.return_value, output)
mock__get_type_arg.assert_called_once_with()
mock_cls.assert_called_once_with(**mock_data)
def test_load(self) -> None:
"""Mainly for static type checking purposes."""
class Foo:
pass
class TestSchema(schema.GenericSchema[Foo]):
pass
single: Foo = TestSchema().load({})
self.assertIsInstance(single, Foo)
multiple: list[Foo] = TestSchema().load([{}], many=True)
self.assertIsInstance(multiple, list)
self.assertIsInstance(multiple[0], Foo)