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Move enum validation and serialization to Rust (#9064)
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Co-authored-by: sydney-runkle <sydneymarierunkle@gmail.com>
Co-authored-by: Sydney Runkle <54324534+sydney-runkle@users.noreply.github.com>
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3 people committed Mar 25, 2024
1 parent d6ca333 commit ac9e6ee
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Showing 11 changed files with 216 additions and 137 deletions.
1 change: 1 addition & 0 deletions .gitignore
Expand Up @@ -32,6 +32,7 @@ _build/
/coverage.lcov
.coverage
test.py
run_mypy_on_file.py

# Documentation files
/docs/changelog.md
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2 changes: 1 addition & 1 deletion docs/concepts/serialization.md
Expand Up @@ -209,7 +209,7 @@ m = WithCustomEncoders(
dt=datetime(2032, 6, 1, tzinfo=timezone.utc), diff=timedelta(hours=100)
)
print(m.model_dump_json())
#> {"dt":1969660800.0,"diff":"P4DT14400S"}
#> {"dt":1969660800.0,"diff":"P4DT4H"}


class Model(BaseModel):
Expand Down
166 changes: 83 additions & 83 deletions pdm.lock

Large diffs are not rendered by default.

3 changes: 3 additions & 0 deletions pydantic/_internal/_known_annotated_metadata.py
Expand Up @@ -37,6 +37,7 @@
TIMEDELTA_CONSTRAINTS = {*NUMERIC_CONSTRAINTS, *STRICT}
TIME_CONSTRAINTS = {*NUMERIC_CONSTRAINTS, *STRICT}
LAX_OR_STRICT_CONSTRAINTS = STRICT
ENUM_CONSTRAINTS = STRICT

UNION_CONSTRAINTS = {'union_mode'}
URL_CONSTRAINTS = {
Expand Down Expand Up @@ -89,6 +90,8 @@
CONSTRAINTS_TO_ALLOWED_SCHEMAS[constraint].update(('uuid',))
for constraint in LAX_OR_STRICT_CONSTRAINTS:
CONSTRAINTS_TO_ALLOWED_SCHEMAS[constraint].update(('lax-or-strict',))
for constraint in ENUM_CONSTRAINTS:
CONSTRAINTS_TO_ALLOWED_SCHEMAS[constraint].update(('enum',))


def add_js_update_schema(s: cs.CoreSchema, f: Callable[[], dict[str, Any]]) -> None:
Expand Down
97 changes: 52 additions & 45 deletions pydantic/_internal/_std_types_schema.py
Expand Up @@ -67,58 +67,65 @@ def get_enum_core_schema(enum_type: type[Enum], config: ConfigDict) -> CoreSchem
js_updates = {'title': enum_type.__name__, 'description': description}
js_updates = {k: v for k, v in js_updates.items() if v is not None}

def get_json_schema(_, handler: GetJsonSchemaHandler) -> JsonSchemaValue:
json_schema = handler(core_schema.literal_schema([x.value for x in cases], ref=enum_ref))
original_schema = handler.resolve_ref_schema(json_schema)
update_json_schema(original_schema, js_updates)
return json_schema

if not cases:
# Use an isinstance check for enums with no cases.
# The most important use case for this is creating TypeVar bounds for generics that should
# be restricted to enums. This is more consistent than it might seem at first, since you can only
# subclass enum.Enum (or subclasses of enum.Enum) if all parent classes have no cases.
# We use the get_json_schema function when an Enum subclass has been declared with no cases
# so that we can still generate a valid json schema.
return core_schema.is_instance_schema(enum_type, metadata={'pydantic_js_functions': [get_json_schema]})

if len(cases) == 1:
expected = repr(cases[0].value)
else:
expected = ', '.join([repr(case.value) for case in cases[:-1]]) + f' or {cases[-1].value!r}'

def to_enum(input_value: Any, /) -> Enum:
try:
return enum_type(input_value)
except ValueError:
raise PydanticCustomError('enum', 'Input should be {expected}', {'expected': expected})

sub_type: typing_extensions.Literal['str', 'int', 'float'] | None = None
if issubclass(enum_type, int):
# this handles `IntEnum`, and also `Foobar(int, Enum)`
js_updates['type'] = 'integer'
lax_schema = core_schema.no_info_after_validator_function(to_enum, core_schema.int_schema())
sub_type = 'int'
value_ser_type: core_schema.SerSchema = core_schema.simple_ser_schema('int')
elif issubclass(enum_type, str):
# this handles `StrEnum` (3.11 only), and also `Foobar(str, Enum)`
js_updates['type'] = 'string'
lax_schema = core_schema.no_info_after_validator_function(to_enum, core_schema.str_schema())
sub_type = 'str'
value_ser_type = core_schema.simple_ser_schema('str')
elif issubclass(enum_type, float):
js_updates['type'] = 'numeric'
lax_schema = core_schema.no_info_after_validator_function(to_enum, core_schema.float_schema())
sub_type = 'float'
value_ser_type = core_schema.simple_ser_schema('float')
else:
lax_schema = core_schema.no_info_plain_validator_function(to_enum)
# TODO this is an ugly hack, how do we trigger an Any schema for serialization?
value_ser_type = core_schema.plain_serializer_function_ser_schema(lambda x: x)

if cases:

def get_json_schema(schema: CoreSchema, handler: GetJsonSchemaHandler) -> JsonSchemaValue:
json_schema = handler(schema)
original_schema = handler.resolve_ref_schema(json_schema)
update_json_schema(original_schema, js_updates)
return json_schema

# we don't want to add the missing to the schema if it's the default one
default_missing = getattr(enum_type._missing_, '__func__', None) == Enum._missing_.__func__ # type: ignore
enum_schema = core_schema.enum_schema(
enum_type,
cases,
sub_type=sub_type,
missing=None if default_missing else enum_type._missing_,
ref=enum_ref,
metadata={'pydantic_js_functions': [get_json_schema]},
)

enum_schema = core_schema.lax_or_strict_schema(
lax_schema=lax_schema,
strict_schema=core_schema.json_or_python_schema(
json_schema=lax_schema, python_schema=core_schema.is_instance_schema(enum_type)
),
ref=enum_ref,
metadata={'pydantic_js_functions': [get_json_schema]},
)
if config.get('use_enum_values', False):
enum_schema = core_schema.no_info_after_validator_function(attrgetter('value'), enum_schema)
if config.get('use_enum_values', False):
enum_schema = core_schema.no_info_after_validator_function(
attrgetter('value'), enum_schema, serialization=value_ser_type
)

return enum_schema
return enum_schema

else:

def get_json_schema_no_cases(_, handler: GetJsonSchemaHandler) -> JsonSchemaValue:
json_schema = handler(core_schema.enum_schema(enum_type, cases, sub_type=sub_type, ref=enum_ref))
original_schema = handler.resolve_ref_schema(json_schema)
update_json_schema(original_schema, js_updates)
return json_schema

# Use an isinstance check for enums with no cases.
# The most important use case for this is creating TypeVar bounds for generics that should
# be restricted to enums. This is more consistent than it might seem at first, since you can only
# subclass enum.Enum (or subclasses of enum.Enum) if all parent classes have no cases.
# We use the get_json_schema function when an Enum subclass has been declared with no cases
# so that we can still generate a valid json schema.
return core_schema.is_instance_schema(
enum_type,
metadata={'pydantic_js_functions': [get_json_schema_no_cases]},
)


@dataclasses.dataclass(**slots_true)
Expand Down
40 changes: 39 additions & 1 deletion pydantic/json_schema.py
Expand Up @@ -742,13 +742,51 @@ def literal_schema(self, schema: core_schema.LiteralSchema) -> JsonSchemaValue:
elif types == {int}:
result['type'] = 'integer'
elif types == {float}:
result['type'] = 'number'
result['type'] = 'numeric'
elif types == {bool}:
result['type'] = 'boolean'
elif types == {list}:
result['type'] = 'array'
return result

def enum_schema(self, schema: core_schema.EnumSchema) -> JsonSchemaValue:
"""Generates a JSON schema that matches an Enum value.
Args:
schema: The core schema.
Returns:
The generated JSON schema.
"""
enum_type = schema['cls']
description = None if not enum_type.__doc__ else inspect.cleandoc(enum_type.__doc__)
if (
description == 'An enumeration.'
): # This is the default value provided by enum.EnumMeta.__new__; don't use it
description = None
result: dict[str, Any] = {'title': enum_type.__name__, 'description': description}
result = {k: v for k, v in result.items() if v is not None}

expected = [to_jsonable_python(v.value) for v in schema['members']]

result['enum'] = expected
if len(expected) == 1:
result['const'] = expected[0]

types = {type(e) for e in expected}
if isinstance(enum_type, str) or types == {str}:
result['type'] = 'string'
elif isinstance(enum_type, int) or types == {int}:
result['type'] = 'integer'
elif isinstance(enum_type, float) or types == {float}:
result['type'] = 'numeric'
elif types == {bool}:
result['type'] = 'boolean'
elif types == {list}:
result['type'] = 'array'

return result

def is_instance_schema(self, schema: core_schema.IsInstanceSchema) -> JsonSchemaValue:
"""Handles JSON schema generation for a core schema that checks if a value is an instance of a class.
Expand Down
2 changes: 1 addition & 1 deletion pyproject.toml
Expand Up @@ -48,7 +48,7 @@ requires-python = '>=3.8'
dependencies = [
'typing-extensions>=4.6.1',
'annotated-types>=0.4.0',
"pydantic-core==2.16.3",
"pydantic-core==2.17.0",
]
dynamic = ['version', 'readme']

Expand Down
3 changes: 2 additions & 1 deletion tests/test_fastapi.sh
Expand Up @@ -18,4 +18,5 @@ cd .. && pip install . && cd fastapi
# To skip a specific test, add '--deselect path/to/test.py::test_name' to the end of this command
#
# To update the list of deselected tests, remove all deselections, run the tests, and re-add any remaining failures
./scripts/test.sh -vv
# TODO remove this once that test is fixed, see https://github.com/pydantic/pydantic/pull/9064
./scripts/test.sh -vv --deselect tests/test_tutorial/test_path_params/test_tutorial005.py::test_get_enums_invalid
4 changes: 2 additions & 2 deletions tests/test_json.py
Expand Up @@ -229,7 +229,7 @@ class Model(BaseModel):

m = Model(x=123)
json_data = m.model_dump_json()
assert json_data == '{"x":"PT123S"}'
assert json_data == '{"x":"PT2M3S"}'
assert Model.model_validate_json(json_data).x == timedelta(seconds=123)


Expand Down Expand Up @@ -433,7 +433,7 @@ class Child(Parent):
model_config = ConfigDict(json_encoders={datetime: lambda _: 'child_encoder'})

# insert_assert(Child().model_dump())
assert json.loads(Child().model_dump_json()) == {'dt': 'child_encoder', 'timedt': 'P4DT14400S'}
assert json.loads(Child().model_dump_json()) == {'dt': 'child_encoder', 'timedt': 'P4DT4H'}


def test_custom_iso_timedelta_annotated():
Expand Down
6 changes: 3 additions & 3 deletions tests/test_json_schema.py
Expand Up @@ -1728,7 +1728,7 @@ class Outer(BaseModel):
'ser_json_timedelta,properties',
[
('float', {'duration': {'default': 300.0, 'title': 'Duration', 'type': 'number'}}),
('iso8601', {'duration': {'default': 'PT300S', 'format': 'duration', 'title': 'Duration', 'type': 'string'}}),
('iso8601', {'duration': {'default': 'PT5M', 'format': 'duration', 'title': 'Duration', 'type': 'string'}}),
],
)
def test_model_default_timedelta(ser_json_timedelta: Literal['float', 'iso8601'], properties: typing.Dict[str, Any]):
Expand Down Expand Up @@ -1770,7 +1770,7 @@ class Model(BaseModel):
'ser_json_timedelta,properties',
[
('float', {'duration': {'default': 300.0, 'title': 'Duration', 'type': 'number'}}),
('iso8601', {'duration': {'default': 'PT300S', 'format': 'duration', 'title': 'Duration', 'type': 'string'}}),
('iso8601', {'duration': {'default': 'PT5M', 'format': 'duration', 'title': 'Duration', 'type': 'string'}}),
],
)
def test_dataclass_default_timedelta(
Expand Down Expand Up @@ -1812,7 +1812,7 @@ class Dataclass:
'ser_json_timedelta,properties',
[
('float', {'duration': {'default': 300.0, 'title': 'Duration', 'type': 'number'}}),
('iso8601', {'duration': {'default': 'PT300S', 'format': 'duration', 'title': 'Duration', 'type': 'string'}}),
('iso8601', {'duration': {'default': 'PT5M', 'format': 'duration', 'title': 'Duration', 'type': 'string'}}),
],
)
def test_typeddict_default_timedelta(
Expand Down
29 changes: 29 additions & 0 deletions tests/test_types.py
Expand Up @@ -1649,6 +1649,35 @@ class MyEnum(Enum):
]


def test_enum_missing_default():
class MyEnum(Enum):
a = 1

ta = TypeAdapter(MyEnum)
missing_value = re.search(r'missing: (\w+)', repr(ta.validator)).group(1)
assert missing_value == 'None'

assert ta.validate_python(1) is MyEnum.a
with pytest.raises(ValidationError):
ta.validate_python(2)


def test_enum_missing_custom():
class MyEnum(Enum):
a = 1

@classmethod
def _missing_(cls, value):
return MyEnum.a

ta = TypeAdapter(MyEnum)
missing_value = re.search(r'missing: (\w+)', repr(ta.validator)).group(1)
assert missing_value == 'Some'

assert ta.validate_python(1) is MyEnum.a
assert ta.validate_python(2) is MyEnum.a


def test_int_enum_type():
class Model(BaseModel):
my_enum: IntEnum
Expand Down

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