pydantic/pydantic

Pattern Findings

3371 matches across 15 categories. Click a row to expand file-level details.

Hyper-Verbose Identifiers2746 hits · 2312 pts

Severity	File	Line	Snippet
LOW	tests/test_assert_in_validators.py	23	def test_assert_raises_validation_error():
LOW	tests/test_dunder_all.py	13	def test_explicit_reexports_exist() -> None:
LOW	tests/test_version.py	31	def test_version_attribute_is_present():
LOW	tests/test_version.py	35	def test_version_attribute_is_a_string():
LOW	tests/test_version.py	39	def test_check_pydantic_core_version() -> None:
LOW	tests/test_computed_fields.py	69	def test_computed_fields_json_schema():
LOW	tests/test_computed_fields.py	217	def test_properties_and_computed_fields():
LOW	tests/test_computed_fields.py	244	def test_computed_fields_repr():
LOW	tests/test_computed_fields.py	426	def test_private_computed_field():
LOW	tests/test_computed_fields.py	546	def test_abstractmethod_missing(bases: tuple[Any, ...]):
LOW	tests/test_computed_fields.py	567	def __get_pydantic_core_schema__(cls, source: Any, handler: GetCoreSchemaHandler) -> core_schema.CoreSchema:
LOW	tests/test_computed_fields.py	573	def test_computed_fields_infer_return_type():
LOW	tests/test_computed_fields.py	583	def test_computed_fields_missing_return_type():
LOW	tests/test_computed_fields.py	611	def my_aliased_computed_field_none(self) -> int:
LOW	tests/test_computed_fields.py	660	def test_alias_generator_defer_build() -> None:
LOW	tests/test_computed_fields.py	740	def test_multiple_references_to_schema(model_factory: Callable[[], Any]) -> None:
LOW	tests/test_computed_fields.py	765	def test_generic_computed_field():
LOW	tests/test_computed_fields.py	796	def test_computed_field_override_raises():
LOW	tests/test_computed_fields.py	812	def test_computed_field_excluded_from_model_dump_recursive() -> None:
LOW	tests/test_computed_fields.py	828	def test_computed_field_with_field_serializer():
LOW	tests/test_computed_fields.py	844	def test_computed_fields_exclude() -> None:
LOW	tests/test_computed_fields.py	859	def test_computed_fields_serialization_exclude_if() -> None:
LOW	tests/test_computed_fields.py	881	def test_computed_fields_serialization_exclude_if_from_annotated() -> None:
LOW	tests/test_v1.py	34	def test_isinstance_does_not_raise_deprecation_warnings():
LOW	tests/test_utils.py	39	def test_import_module_invalid():
LOW	tests/test_utils.py	94	def test_lenient_issubclass_with_generic_aliases():
LOW	tests/test_utils.py	101	def test_lenient_issubclass_is_lenient():
LOW	tests/test_utils.py	318	def test_deep_update_is_not_mutating():
LOW	tests/test_utils.py	364	def test_smart_deepcopy_immutable_non_sequence(obj, mocker):
LOW	tests/test_utils.py	372	def test_smart_deepcopy_empty_collection(empty_collection, mocker):
LOW	tests/test_utils.py	382	def test_smart_deepcopy_collection(collection, mocker):
LOW	tests/test_utils.py	389	def test_smart_deepcopy_error(error, mocker):
LOW	tests/test_utils.py	439	def test_on_lower_camel_zero_length():
LOW	tests/test_utils.py	443	def test_on_lower_camel_one_length():
LOW	tests/test_utils.py	447	def test_on_lower_camel_many_length():
LOW	tests/conftest.py	30	def _extract_source_code_from_function(function: FunctionType):
LOW	tests/conftest.py	153	def generate_schema_call_counter(args: Any, *kwargs: Any) -> Any:
LOW	tests/test_warnings.py	5	def test_pydantic_deprecation_warning():
LOW	tests/test_warnings.py	13	def test_pydantic_deprecation_warning_tailing_dot_in_message():
LOW	tests/test_warnings.py	20	def test_pydantic_deprecation_warning_calculated_expected_removal():
LOW	tests/test_decorators.py	11	def _two_pos_required_args_extra_optional(a, b, c=1, d=2, *, e=3):
LOW	tests/test_decorators.py	19	def _one_pos_required_arg_one_optional(a, b=1):
LOW	tests/test_decorators.py	47	def test_inspect_validator_error_wrap():
LOW	tests/test_decorators.py	62	def test_inspect_validator_error(mode):
LOW	tests/test_decorators.py	76	def test_inspect_field_serializer_no_signature() -> None:
LOW	tests/test_decorators.py	100	def test_inspect_annotated_serializer(obj, mode, expected):
LOW	tests/test_decorators.py	105	def test_inspect_annotated_serializer_invalid_number_of_arguments(mode):
LOW	tests/test_decorators.py	114	def test_plain_class_not_mutated() -> None:
LOW	tests/test_decorators.py	128	def test_decorator_info_not_mutated() -> None:
LOW	tests/test_types_typeddict.py	89	def test_typeddict_annotated_simple(TypedDict, req_no_req):
LOW	tests/test_types_typeddict.py	109	def test_typeddict_total_false(TypedDict, req_no_req):
LOW	tests/test_types_typeddict.py	176	def test_partial_new_typeddict(TypedDict):
LOW	tests/test_types_typeddict.py	190	def test_typeddict_extra_default(TypedDict):
LOW	tests/test_types_typeddict.py	230	def __get_pydantic_core_schema__(
LOW	tests/test_types_typeddict.py	311	def test_typeddict_postponed_annotation(TypedDict):
LOW	tests/test_types_typeddict.py	351	def test_typeddict_from_attributes():
LOW	tests/test_types_typeddict.py	383	def test_typeddict_not_required_schema(TypedDict, req_no_req):
LOW	tests/test_types_typeddict.py	414	def test_typed_dict_inheritance_schema(TypedDict, req_no_req):
LOW	tests/test_types_typeddict.py	449	def test_typeddict_annotated_nonoptional_schema(TypedDict):
LOW	tests/test_types_typeddict.py	529	def test_generic_typeddict_in_concrete_model():
2686 more matches not shown…

Unused Imports249 hits · 228 pts

Severity	File	Line
LOW	tests/conftest.py	1
LOW	tests/test_types_typeddict.py	15
LOW	tests/test_plugins.py	1
LOW	tests/test_model_validator.py	1
LOW	tests/test_typing.py	7
LOW	tests/test_docs.py	1
LOW	tests/test_docs.py	41
LOW	tests/test_docs.py	46
LOW	tests/test_docs.py	51
LOW	tests/test_deprecated_validate_arguments.py	3
LOW	tests/test_types_namedtuple.py	7
LOW	tests/test_pipeline.py	3
LOW	tests/test_titles.py	14
LOW	tests/test_titles.py	14
LOW	tests/mypy/test_mypy.py	1
LOW	tests/mypy/test_mypy.py	7
LOW	tests/mypy/test_mypy.py	12
LOW	tests/mypy/test_mypy.py	12
LOW	tests/mypy/modules/create_model_var.py	1
LOW	tests/mypy/outputs/mypy-plugin_ini/create_model_var.py	1
LOW	tests/benchmarks/test_discriminated_unions.py	1
LOW	tests/benchmarks/test_fastapi_startup_generics.py	3
LOW	tests/benchmarks/test_fastapi_startup_simple.py	3
LOW	tests/benchmarks/basemodel_eq_performance.py	1
LOW	tests/benchmarks/basemodel_eq_performance.py	559
LOW	tests/benchmarks/basemodel_eq_performance.py	560
LOW	docs/plugins/conversion_table.py	1
LOW	docs/plugins/algolia.py	4
LOW	docs/plugins/main.py	1
LOW	pydantic-core/python/pydantic_core/__init__.py	1
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	8
LOW	pydantic-core/python/pydantic_core/__init__.py	31
LOW	pydantic-core/python/pydantic_core/__init__.py	31
LOW	pydantic-core/python/pydantic_core/__init__.py	31
LOW	pydantic-core/python/pydantic_core/core_schema.py	6
LOW	pydantic-core/tests/conftest.py	1
LOW	pydantic-core/tests/test_typing.py	1
LOW	pydantic-core/tests/test_strict.py	1
LOW	pydantic-core/tests/serializers/test_union.py	1
LOW	pydantic-core/tests/benchmarks/nested_schema.py	1
LOW	pydantic-core/tests/benchmarks/complete_schema.py	1
189 more matches not shown…

Docstring Block Structure41 hits · 205 pts

Severity	File	Line	Snippet
HIGH	.github/actions/people/people.py	364	Make a GraphQL request to GitHub API. Args: settings: Configuration settings including API token qu
HIGH	pydantic/color.py	114	Returns the name of the color if it can be found in `COLORS_BY_VALUE` dictionary, otherwise returns the hexadeci
HIGH	pydantic/color.py	260	Parse a tuple or list to get RGBA values. Args: value: A tuple or list. Returns: An `RGBA` tup
HIGH	pydantic/color.py	282	Parse a string representing a color to an RGBA tuple. Possible formats for the input string include: * named c
HIGH	pydantic/color.py	356	Parse the color value provided and return a number between 0 and 1. Args: value: An integer or string color
HIGH	pydantic/color.py	383	Parse an alpha value checking it's a valid float in the range 0 to 1. Args: value: The input value to parse
HIGH	pydantic/color.py	441	Converts a float value between 0 and 1 (inclusive) to an integer between 0 and 255 (inclusive). Args: c: Th
HIGH	pydantic/fields.py	293	Create a new `FieldInfo` object with the `Field` function. Args: default: The default value for the
HIGH	pydantic/fields.py	645	Return a new `FieldInfo` instance from a `dataclasses.Field` instance. Args: dc_field: The `datacla
HIGH	pydantic/fields.py	1210	!!! abstract "Usage Documentation" [Fields](../concepts/fields.md) Create a field for objects that can be c
HIGH	pydantic/fields.py	1521	!!! abstract "Usage Documentation" [Private Model Attributes](../concepts/models.md#private-model-attributes)
HIGH	pydantic/fields.py	1709	!!! abstract "Usage Documentation" [The `computed_field` decorator](../concepts/fields.md#the-computed_field-dec
HIGH	pydantic/json_schema.py	224	!!! abstract "Usage Documentation" [Customizing the JSON Schema Generation Process](../concepts/json_schema.md#c
HIGH	pydantic/json_schema.py	353	Generates JSON schema definitions from a list of core schemas, pairing the generated definitions with a mapping
HIGH	pydantic/json_schema.py	400	Generates a JSON schema for a specified schema in a specified mode. Args: schema: A Pydantic model.
HIGH	pydantic/json_schema.py	485	Generate a JSON schema based on the input schema. Args: schema_or_field: The core schema to
HIGH	pydantic/json_schema.py	1705	Resolve a JsonSchemaValue to the non-ref schema if it is a $ref schema. Args: json_schema: The sche
HIGH	pydantic/root_model.py	74	Create a new model using the provided root object and update fields set. Args: root: The root objec
HIGH	pydantic/type_adapter.py	264	Initialize the core schema, validator, and serializer for the type. Args: ns_resolver: The namespac
HIGH	pydantic/type_adapter.py	409	Validate a Python object against the model. Args: object: The Python object to validate against the
HIGH	pydantic/dataclasses.py	80	!!! abstract "Usage Documentation" [`dataclasses`](../concepts/dataclasses.md) A decorator used to create a
HIGH	pydantic/main.py	630	Compute the class name for parametrizations of generic classes. This method can be overridden to achieve a cust
HIGH	pydantic/main.py	733	Validate a pydantic model instance. Args: obj: The object to validate. strict: Whether
HIGH	pydantic/main.py	781	!!! abstract "Usage Documentation" [JSON Parsing](../concepts/json.md#json-parsing) Validate the gi
HIGH	pydantic/main.py	1777	!!! abstract "Usage Documentation" [Dynamic Model Creation](../concepts/models.md#dynamic-model-creation) D
HIGH	pydantic/annotated_handlers.py	51	Get the real schema for a `{"$ref": ...}` schema. If the schema given is not a `$ref` schema, it will be returne
HIGH	pydantic/annotated_handlers.py	101	Get the real schema for a `definition-ref` schema. If the schema given is not a `definition-ref` schema, it will
HIGH	pydantic/_internal/_schema_generation_shared.py	41	Resolves `$ref` in the json schema. This returns the input json schema if there is no `$ref` in json schema.
HIGH	pydantic/_internal/_schema_generation_shared.py	104	Resolves reference in the core schema. Args: maybe_ref_schema: The input core schema that may conta
HIGH	pydantic/_internal/_decorators_v1.py	55	Wrap a V1 style field validator for V2 compatibility. Args: validator: The V1 style field validator. R
HIGH	pydantic/_internal/_known_annotated_metadata.py	170	Apply `annotation` to `schema` if it is an annotation we know about (Gt, Le, etc.). Otherwise return `None`. Th
HIGH	pydantic/_internal/_model_construction.py	413	Iterate over the namespace and: * gather private attributes * check for items which look like fields but are not
HIGH	pydantic/_internal/_model_construction.py	616	Finish building a model class. This logic must be called after class has been created since validation functions mu
HIGH	pydantic/_internal/_generate_schema.py	719	Generate core schema. Args: obj: The object to generate core schema for. Returns:
HIGH	pydantic/_internal/_discriminated_union.py	39	Applies the discriminator and returns a new core schema. Args: schema: The input schema. discrimina
HIGH	pydantic/_internal/_discriminated_union.py	141	Return a new CoreSchema based on `schema` that uses a tagged-union with the discriminator provided to this class
HIGH	pydantic/_internal/_decorators.py	351	Get the attribute from the next class in the MRO that has it, aiming to simulate calling the method on the actual cl
HIGH	pydantic/_internal/_decorators.py	386	Get an attribute out of the `__dict__` following the MRO. This prevents the call to `__get__` on the descriptor, and
HIGH	pydantic/_internal/_fields.py	230	Collect the fields and class variables names of a nascent Pydantic model. The fields collection process is *lenient
HIGH	pydantic/_internal/_generics.py	166	Used inside a function to check whether it was called globally. Args: depth: The depth to get the frame.
HIGH	pydantic/_internal/_dataclasses.py	93	Finish building a pydantic dataclass. This logic is called on a class which has already been wrapped in `dataclasse

Cross-Language Confusion36 hits · 178 pts

Severity	File	Line	Snippet
HIGH	tests/test_serialize.py	246	assert MyModel(x=None).model_dump_json() == '{"x":null}'
HIGH	tests/test_edge_cases.py	2227	'{"v": null}',
HIGH	tests/test_json.py	328	== '{"name":"Pumbaa","SSN":234,"birthday":737424000.0,"phone":18007267864,"friend":null}'
HIGH	tests/test_types.py	4396	Foobar.model_validate_json('{"password": 1234, "empty_password": null}')
HIGH	pydantic-core/tests/test_json.py	185	assert v.validate_json('{"1": 1, "2": "a", "3": null}') == {'1': 1, '2': 'a', '3': None}
HIGH	pydantic-core/tests/serializers/test_model.py	315	assert s.to_json(BasicModel(foo=None, bar=b'more')) == b'{"foo":null,"bar":"more"}'
HIGH	pydantic-core/tests/serializers/test_model.py	827	s.to_json(Model(3, 4), exclude_none=False, by_alias=True) == b'{"width":3,"height":4,"Area":12,"volume":null}'
HIGH	pydantic-core/tests/serializers/test_model.py	883	s.to_json(Model(3, 4), exclude_none=False, by_alias=True) == b'{"width":3,"height":4,"volume":null,"Area":12}'
HIGH	pydantic-core/tests/serializers/test_model.py	1090	assert s.to_json(m) == b'{"field_a":"test","field_b":12,"field_c":null,"field_d":[1,2,3]}'
HIGH	pydantic-core/tests/serializers/test_model.py	1104	assert s.to_json(m, exclude={'field_d': [0]}) == b'{"field_a":"test","field_b":12,"field_c":null,"field_d":[2,3]}'
HIGH	pydantic-core/tests/serializers/test_typed_dict.py	156	assert v.to_json({'foo': 1, 'bar': b'more', 'c': None}) == b'{"foo":1,"bar":"more","c":null}'
HIGH	pydantic-core/tests/serializers/test_typed_dict.py	157	assert v.to_json({'foo': None, 'bar': b'more'}) == b'{"foo":null,"bar":"more"}'
HIGH	pydantic-core/tests/serializers/test_any.py	656	assert s.to_json([inf]) == b'[null]'
HIGH	pydantic-core/tests/serializers/test_any.py	659	assert s.to_json([nan]) == b'[null]'
HIGH	pydantic-core/tests/serializers/test_json.py	23	assert s.to_json(v) == b'["a",[1,2],null]'
HIGH	pydantic/json_schema.py	1474	with self._config_wrapper_stack.push(config):
HIGH	pydantic/json_schema.py	1616	with self._config_wrapper_stack.push(config):
HIGH	pydantic/json_schema.py	1827	with self._config_wrapper_stack.push(config):
HIGH	pydantic/_internal/_typing_extra.py	328	with ns_resolver.push(base):
HIGH	pydantic/_internal/_typing_extra.py	382	with ns_resolver.push(base):
HIGH	pydantic/_internal/_namespace_utils.py	202	with ns_resolver.push(Model):
HIGH	pydantic/_internal/_namespace_utils.py	209	with ns_resolver.push(Sub):
HIGH	pydantic/_internal/_generate_schema.py	774	with self._config_wrapper_stack.push(config_wrapper), self._ns_resolver.push(cls):
HIGH	pydantic/_internal/_generate_schema.py	1035	with self.model_type_stack.push(obj):
HIGH	pydantic/_internal/_generate_schema.py	1291	with self.field_name_stack.push(name):
HIGH	pydantic/_internal/_generate_schema.py	1368	with self._ns_resolver.push(origin):
HIGH	pydantic/_internal/_generate_schema.py	1405	self.model_type_stack.push(typed_dict_cls),
HIGH	pydantic/_internal/_generate_schema.py	1431	with self._config_wrapper_stack.push(config):
HIGH	pydantic/_internal/_generate_schema.py	1534	self.model_type_stack.push(namedtuple_cls),
HIGH	pydantic/_internal/_generate_schema.py	1600	with self.field_name_stack.push(name):
HIGH	pydantic/_internal/_generate_schema.py	1650	with self.field_name_stack.push(name):
HIGH	pydantic/_internal/_generate_schema.py	1838	self.model_type_stack.push(dataclass),
HIGH	pydantic/_internal/_generate_schema.py	1868	with self._ns_resolver.push(dataclass), self._config_wrapper_stack.push(config):
HIGH	pydantic/_internal/_fields.py	458	with ns_resolver.push(cls):
HIGH	pydantic/_internal/_fields.py	558	with ns_resolver.push(base):
HIGH	pydantic/_internal/_fields.py	655	with ns_resolver.push(cls):

Cross-File Repetition24 hits · 120 pts

Severity	File	Snippet
HIGH	tests/test_dataclasses.py	we promise that if you add a validator with the same _function_ name as an existing validator it replaces the existing v
HIGH	tests/test_validators.py	we promise that if you add a validator with the same _function_ name as an existing validator it replaces the existing v
HIGH	tests/test_validators.py	we promise that if you add a validator with the same _function_ name as an existing validator it replaces the existing v
HIGH	tests/mypy/modules/decorator_implicit_classmethod.py	test that the mypy plugin implicitly transforms the right decorators into class methods.
HIGH	…yproject-plugin_toml/decorator_implicit_classmethod.py	test that the mypy plugin implicitly transforms the right decorators into class methods.
HIGH	…puts/mypy-plugin_ini/decorator_implicit_classmethod.py	test that the mypy plugin implicitly transforms the right decorators into class methods.
HIGH	tests/benchmarks/basemodel_eq_performance.py	object.__setattr__(left, 'cache', none) object.__setattr__(right, 'cache', -1)
HIGH	tests/benchmarks/basemodel_eq_performance.py	object.__setattr__(left, 'cache', none) object.__setattr__(right, 'cache', -1)
HIGH	tests/benchmarks/basemodel_eq_performance.py	object.__setattr__(left, 'cache', none) object.__setattr__(right, 'cache', -1)
HIGH	tests/benchmarks/basemodel_eq_performance.py	object.__setattr__(left, 'cache', none) object.__setattr__(right, 'cache', -1)
HIGH	pydantic-core/tests/serializers/test_model.py	this test reflects the priority that applies for config vs runtime serialization alias configuration. if the runtime val
HIGH	pydantic-core/tests/serializers/test_typed_dict.py	this test reflects the priority that applies for config vs runtime serialization alias configuration. if the runtime val
HIGH	pydantic-core/tests/serializers/test_dataclasses.py	this test reflects the priority that applies for config vs runtime serialization alias configuration. if the runtime val
HIGH	pydantic-core/tests/validators/test_typed_dict.py	this test reflects the priority that applies for config vs runtime validation alias configuration. runtime values take p
HIGH	pydantic-core/tests/validators/test_dataclasses.py	this test reflects the priority that applies for config vs runtime validation alias configuration. runtime values take p
HIGH	pydantic-core/tests/validators/test_model_fields.py	this test reflects the priority that applies for config vs runtime validation alias configuration. runtime values take p
HIGH	pydantic-core/tests/validators/test_arguments.py	this test reflects the priority that applies for config vs runtime validation alias configuration. runtime values take p
HIGH	…antic-core/tests/validators/arguments_v3/test_alias.py	this test reflects the priority that applies for config vs runtime validation alias configuration. runtime values take p
HIGH	pydantic-core/tests/validators/test_url.py	hosts can't be provided with any single url values.
HIGH	pydantic-core/tests/validators/test_url.py	hosts can't be provided with any single url values.
HIGH	pydantic-core/tests/validators/test_url.py	hosts can't be provided with any single url values.
HIGH	pydantic/types.py	get the json format for the encoded data. returns: the json format for the encoded data.
HIGH	pydantic/types.py	get the json format for the encoded data. returns: the json format for the encoded data.
HIGH	pydantic/types.py	get the json format for the encoded data. returns: the json format for the encoded data.

Deep Nesting125 hits · 108 pts

Severity	File	Line
LOW	tests/test_exports.py	33
LOW	tests/test_exports.py	39
LOW	docs/plugins/main.py	54
LOW	pydantic-core/wasm-preview/run_tests.py	18
LOW	pydantic-core/tests/test_errors.py	702
LOW	pydantic-core/tests/validators/test_string.py	351
LOW	pydantic-core/tests/validators/test_with_default.py	822
LOW	pydantic-core/tests/validators/test_url.py	70
LOW	pydantic-core/tests/validators/test_url.py	484
LOW	pydantic-core/tests/validators/test_url.py	982
LOW	pydantic-core/tests/validators/test_url.py	1038
LOW	.github/actions/people/people.py	451
LOW	.github/actions/people/people.py	497
LOW	.github/actions/people/people.py	581
LOW	pydantic/fields.py	481
LOW	pydantic/fields.py	578
LOW	pydantic/fields.py	836
LOW	pydantic/mypy.py	186
LOW	pydantic/mypy.py	359
LOW	pydantic/mypy.py	569
LOW	pydantic/mypy.py	902
LOW	pydantic/mypy.py	999
LOW	pydantic/mypy.py	1024
LOW	pydantic/mypy.py	1082
LOW	pydantic/types.py	3074
LOW	pydantic/types.py	1028
LOW	pydantic/json_schema.py	2793
LOW	pydantic/json_schema.py	200
LOW	pydantic/json_schema.py	836
LOW	pydantic/json_schema.py	879
LOW	pydantic/json_schema.py	1361
LOW	pydantic/json_schema.py	1455
LOW	pydantic/json_schema.py	1537
LOW	pydantic/json_schema.py	2418
LOW	pydantic/json_schema.py	2422
LOW	pydantic/main.py	317
LOW	pydantic/main.py	393
LOW	pydantic/main.py	1425
LOW	pydantic/main.py	1080
LOW	pydantic/v1/_hypothesis_plugin.py	356
LOW	pydantic/v1/fields.py	197
LOW	pydantic/v1/fields.py	581
LOW	pydantic/v1/fields.py	850
LOW	pydantic/v1/fields.py	898
LOW	pydantic/v1/fields.py	1000
LOW	pydantic/v1/fields.py	1053
LOW	pydantic/v1/fields.py	1171
LOW	pydantic/v1/decorator.py	61
LOW	pydantic/v1/decorator.py	179
LOW	pydantic/v1/validators.py	81
LOW	pydantic/v1/validators.py	316
LOW	pydantic/v1/validators.py	699
LOW	pydantic/v1/env_settings.py	166
LOW	pydantic/v1/env_settings.py	281
LOW	pydantic/v1/env_settings.py	94
LOW	pydantic/v1/mypy.py	171
LOW	pydantic/v1/mypy.py	344
LOW	pydantic/v1/mypy.py	539
LOW	pydantic/v1/class_validators.py	195
LOW	pydantic/v1/class_validators.py	288
65 more matches not shown…

Fake / Example Data80 hits · 97 pts

Severity	File	Line	Snippet
LOW	README.md	50	name: str = 'John Doe'
LOW	README.md	57	#> User id=123 name='John Doe' signup_ts=datetime.datetime(2017, 6, 1, 12, 22) friends=[1, 2, 3]
LOW	tests/test_types_typeddict.py	978	m = Model.model_validate({'a': {'name': 'John Doe', 'extra': 'something'}})
LOW	tests/test_types_typeddict.py	980	assert m.model_dump() == {'a': {'name': 'John Doe', 'extra': 'something'}}
LOW	tests/test_rich_repr.py	13	name: str = 'John Doe'
LOW	tests/test_rich_repr.py	26	('name', 'John Doe'),
LOW	tests/test_dataclasses.py	561	name: str = 'John Doe'
LOW	tests/test_dataclasses.py	570	assert fields['name'].default == 'John Doe'
LOW	tests/test_dataclasses.py	614	name: str = 'John Doe'
LOW	tests/test_dataclasses.py	642	'name': {'default': 'John Doe', 'title': 'Name', 'type': 'string'},
LOW	tests/test_config.py	124	('id: int = 1', 'bar=2', 'baz: Any', "name: str = 'John Doe'", 'foo: str', '**data'),
LOW	tests/test_config.py	126	assert _equals(str(sig), "(id: int = 1, bar=2, , baz: Any, name: str = 'John Doe', foo: str, *data) -> None")
LOW	tests/test_config.py	111	name: str = 'John Doe'
LOW	tests/test_edge_cases.py	2327	assert module.User(id=12).model_dump() == {'id': 12, 'name': 'Jane Doe'}
LOW	tests/test_edge_cases.py	2800	data = {'age': 'John Doe'}
LOW	tests/test_edge_cases.py	2320	name: str = 'Jane Doe'
LOW	tests/test_model_signature.py	53	name: str = 'John Doe'
LOW	tests/test_model_signature.py	66	('id: int = 1', 'bar=2', 'baz: Any', "name: str = 'John Doe'", 'foo: str', '**data'),
LOW	tests/test_model_signature.py	69	assert _equals(str(sig), "(id: int = 1, bar=2, , baz: Any, name: str = 'John Doe', foo: str, *data) -> None")
LOW	tests/test_types.py	7046	assert Foo(baz=' uSeR@ExAmPlE.com ').baz == 'user@example.com'
LOW	docs/index.md	63	name: str = 'John Doe' # (2)!
LOW	docs/index.md	86	'name': 'John Doe',
LOW	docs/index.md	120	name: str = 'John Doe'
LOW	docs/plugins/devtools_output.html	22	user: id=123 name='John Doe' signup_ts=datetime.datetime(2019, 6, 1, 12, 22) friends=[1234, 4567, 7890] address=Address(
LOW	docs/integrations/devtools.md	38	name='John Doe',
LOW	docs/examples/queues.md	38	user1 = User(id=1, name='John Doe', email='john@example.com')
LOW	docs/examples/queues.md	39	user2 = User(id=2, name='Jane Doe', email='jane@example.com')
LOW	docs/examples/queues.md	42	#> Added to queue: {"id":1,"name":"John Doe","email":"john@example.com"}
LOW	docs/examples/queues.md	45	#> Added to queue: {"id":2,"name":"Jane Doe","email":"jane@example.com"}
LOW	docs/examples/queues.md	59	#> Validated user: User(id=1, name='John Doe', email='john@example.com')
LOW	docs/examples/queues.md	62	#> Validated user: User(id=2, name='Jane Doe', email='jane@example.com')
LOW	docs/examples/queues.md	109	user1 = User(id=1, name='John Doe', email='john@example.com')
LOW	docs/examples/queues.md	110	user2 = User(id=2, name='Jane Doe', email='jane@example.com')
LOW	docs/examples/queues.md	113	#> Added to queue: {"id":1,"name":"John Doe","email":"john@example.com"}
LOW	docs/examples/queues.md	116	#> Added to queue: {"id":2,"name":"Jane Doe","email":"jane@example.com"}
LOW	docs/examples/queues.md	205	user1 = User(id=1, name='John Doe', email='john@example.com')
LOW	docs/examples/queues.md	206	user2 = User(id=2, name='Jane Doe', email='jane@example.com')
LOW	docs/examples/files.md	16	"name": "John Doe",
LOW	docs/examples/files.md	39	#> name='John Doe' age=30 email='john@example.com'
LOW	docs/examples/files.md	97	"name": "John Doe",
LOW	docs/examples/files.md	102	"name": "Jane Doe",
LOW	docs/examples/files.md	128	#> [Person(name='John Doe', age=30, email='john@example.com'), Person(name='Jane Doe', age=25, email='jane@example.com')
LOW	docs/examples/files.md	128	#> [Person(name='John Doe', age=30, email='john@example.com'), Person(name='Jane Doe', age=25, email='jane@example.com')
LOW	docs/examples/files.md	142	{"name": "John Doe", "age": 30, "email": "john@example.com"}
LOW	docs/examples/files.md	143	{"name": "Jane Doe", "age": 25, "email": "jane@example.com"}
LOW	docs/examples/files.md	163	#> [Person(name='John Doe', age=30, email='john@example.com'), Person(name='Jane Doe', age=25, email='jane@example.com')
LOW	docs/examples/files.md	163	#> [Person(name='John Doe', age=30, email='john@example.com'), Person(name='Jane Doe', age=25, email='jane@example.com')
LOW	docs/examples/files.md	199	#> [Person(name='John Doe', age=30, email='john@example.com'), Person(name='Jane Doe', age=25, email='jane@example.com')
LOW	docs/examples/files.md	199	#> [Person(name='John Doe', age=30, email='john@example.com'), Person(name='Jane Doe', age=25, email='jane@example.com')
LOW	docs/examples/files.md	209	name = "John Doe"
LOW	docs/examples/files.md	233	#> name='John Doe' age=30 email='john@example.com'
LOW	docs/examples/files.md	267	#> name='John Doe' age=30 email='john@example.com'
LOW	docs/examples/files.md	303	#> name='John Doe' age=30 email='john@example.com'
LOW	docs/examples/files.md	337	#> name='John Doe' age=30 email='john@example.com'
LOW	docs/concepts/json_schema.md	939	'name': 'John Doe',
LOW	docs/concepts/json_schema.md	953	"name": "John Doe"
LOW	docs/concepts/unions.md	152	user_01 = User(id=123, name='John Doe')
LOW	docs/concepts/unions.md	154	#> id=123 name='John Doe'
LOW	docs/concepts/unions.md	157	user_02 = User(id='1234', name='John Doe')
LOW	docs/concepts/unions.md	159	#> id='1234' name='John Doe'
20 more matches not shown…

Self-Referential Comments15 hits · 28 pts

Severity	File	Line	Snippet
MEDIUM	tests/test_validators.py	3131	) # Create a Sub instance without triggering validation (e.g., using model_construct)
MEDIUM	tests/test_main.py	2954	# Defining a nested type does not error
MEDIUM	tests/test_types.py	6546	# Create a module that exists, but fails to import due to missing dependency
MEDIUM	pydantic/types.py	995	# Create an instance
MEDIUM	pydantic/json_schema.py	102	"""This class is used to emit warnings produced during JSON schema generation.
MEDIUM	pydantic/json_schema.py	2464	"""This method is responsible for ignoring warnings as desired, and for formatting the warning messages.
MEDIUM	pydantic/root_model.py	136	"""This method is included just to get a more accurate return type for type checkers.
MEDIUM	pydantic/functional_serializers.py	158	"""This method is used to get the Pydantic core schema of the class.
MEDIUM	pydantic/_internal/_model_construction.py	371	"""This function is meant to behave like a BaseModel method to initialize private attributes.
MEDIUM	pydantic/_internal/_generate_schema.py	2166	# Create a new ComputedFieldInfo so that different type parametrizations of the same
MEDIUM	pydantic/_internal/_generate_schema.py	2337	# Create a new union schema, preserving the order of the union:
MEDIUM	pydantic/_internal/_discriminated_union.py	74	"""This class is used to convert an input schema containing a union schema into one where that union is
MEDIUM	pydantic/_internal/_decorators.py	762	# Define the types we want to check against as a single tuple.
MEDIUM	pydantic/plugin/__init__.py	55	"""This method is called for each plugin every time a new [`SchemaValidator`][pydantic_core.SchemaValidator]
MEDIUM	pydantic/deprecated/config.py	31	"""This class is only retained for backwards compatibility.

AI Slop Vocabulary12 hits · 19 pts

Severity	File	Line	Snippet
LOW	tests/test_dataclasses.py	2254	# for standard dataclasses, so we just use TypeAdapter to get validation for each.
MEDIUM	tests/test_edge_cases.py	2240	"""This is primarily included in order to document the behavior / limitations of the `Hashable` type's validation lo
LOW	pydantic-core/tests/serializers/test_any.py	348	# because when recursion is detected and we're in mode python, we just return the value
LOW	pydantic-core/tests/serializers/test_any.py	383	# when recursion is detected and we're in mode python, we just return the value
LOW	pydantic/functional_validators.py	277	# we don't want to bother with further validation, just return the new value
LOW	pydantic/types.py	1751	# hence we just use `secret_display`
MEDIUM	pydantic/json_schema.py	2806	# for instance when "examples" is used as a property key. A more robust solution
LOW	pydantic/json_schema.py	461	# If a schema with the same CoreRef has been handled, just return a reference to it
LOW	pydantic/main.py	1220	# early if there are no keys to ignore (we would just return False later on anyway)
LOW	pydantic/v1/error_wrappers.py	46	# but recursive, therefore just use:
MEDIUM	pydantic/_internal/_docs_extraction.py	97	# making it way more robust.
LOW	pydantic/_internal/_validators.py	75	# otherwise we just return the value and let the next validator do the rest of the work

Over-Commented Block18 hits · 17 pts

Severity	File	Line	Snippet
LOW	tests/test_edge_cases.py	1161	]
LOW	tests/test_edge_cases.py	1181	# class Model(BaseModel):
LOW	pydantic-core/tests/test.rs	1	#[cfg(test)]
LOW	pydantic-core/src/definitions.rs	21
LOW	pydantic-core/src/validators/validation_state.rs	21	pub struct ValidationState<'a, 'py> {
LOW	pydantic-core/src/errors/location.rs	81	}
LOW	.github/workflows/third-party.yml	1	# This workflow is a daily cron job, inspired by:
LOW	pydantic/fields.py	541	# HACK: It is common for users to define "make model partial" (or similar) utilities, that
LOW	pydantic/main.py	1221	model_fields = type(self).__pydantic_fields__.keys()
LOW	pydantic/v1/_hypothesis_plugin.py	41	# them on-disk, and that's unsafe in general without being told where to do so.
LOW	pydantic/v1/generics.py	221	if not issubclass(base_model, GenericModel):
LOW	pydantic/_internal/_namespace_utils.py	201	# This is roughly what happens when we build a core schema for `Model`:
LOW	pydantic/_internal/_namespace_utils.py	261	# Adding `__type_params__` before `vars(typ)`, as the latter takes priority
LOW	pydantic/_internal/_discriminated_union.py	101	# this, the inference logic gets complicated very quickly, and could result in confusing
LOW	pydantic/_internal/_discriminated_union.py	121	# as an indication that, even if None is discovered as one of the union choices, we will not need to wrap
LOW	pydantic/_internal/_discriminated_union.py	201	# was flattened by pydantic_core.
LOW	pydantic/_internal/_fields.py	341	if assigned_value is PydanticUndefined: # no assignment, just a plain annotation
LOW	pydantic/_internal/_generics.py	121	The created submodel.

Overly Generic Function Names14 hits · 12 pts

Severity	File	Line	Snippet
LOW	tests/test_config.py	460	def my_function():
LOW	tests/test_config.py	486	def my_function():
LOW	tests/test_types.py	6035	def my_function(y: type_hint):
LOW	tests/test_types.py	7278	def do_something(self):
LOW	tests/test_types.py	7287	def do_something(self):
LOW	pydantic-core/tests/test_errors.py	87	def my_function(input_value, info):
LOW	pydantic-core/tests/validators/test_function.py	65	def my_function(input_value, info):
LOW	pydantic-core/tests/validators/test_function.py	100	def my_function(input_value, info):
LOW	pydantic-core/tests/validators/test_call.py	26	def my_function(a, b, c):
LOW	pydantic-core/tests/validators/test_call.py	69	def my_function(a, b, c):
LOW	pydantic-core/tests/validators/test_call.py	83	def my_function(a):
LOW	pydantic-core/tests/validators/test_call.py	93	def my_function(a):
LOW	pydantic-core/tests/validators/test_call.py	177	def my_function(a, b, c):
LOW	pydantic-core/tests/validators/test_call.py	197	def my_function(a):

Cross-Language Confusion (JS/TS)2 hits · 10 pts

Severity	File	Line	Snippet
HIGH	pydantic-core/wasm-preview/worker.js	28	print(tty);
HIGH	pydantic-core/wasm-preview/worker.js	32	print(tty);

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet
CRITICAL	pydantic/v1/mypy.py	334	for name, sym in self._ctx.cls.info.names.items():

Excessive Try-Catch Wrapping7 hits · 7 pts

Severity	File	Line	Snippet
LOW	tests/mypy/test_mypy.py	207	except Exception:
LOW	pydantic-core/wasm-preview/run_tests.py	63	except Exception:
LOW	pydantic/json_schema.py	1199	except Exception:
LOW	pydantic/v1/_hypothesis_plugin.py	226	except Exception: # pragma: no cover
LOW	pydantic/_internal/_core_utils.py	87	except Exception:
LOW	pydantic/_internal/_typing_extra.py	342	except Exception:
LOW	pydantic/plugin/_schema_validator.py	119	except Exception as exception:

Dead Code1 hit · 2 pts

Severity	File	Line	Snippet
MEDIUM	tests/test_deprecated.py	574

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