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import enum
import os
import pickle
import re
import subprocess
import sys
from decimal import Decimal
from typing import Any, Optional
from unittest.mock import patch
import pytest
from dirty_equals import HasRepr, IsInstance, IsJson, IsStr
from pydantic_core import (
CoreConfig,
PydanticCustomError,
PydanticKnownError,
PydanticOmit,
SchemaValidator,
ValidationError,
core_schema,
)
from pydantic_core._pydantic_core import list_all_errors
from .conftest import PyAndJson
def test_pydantic_value_error():
e = PydanticCustomError(
'my_error', 'this is a custom error {missed} {foo} {bar} {spam}', {'foo': 'X', 'bar': 42, 'spam': []}
)
assert e.message() == 'this is a custom error {missed} X 42 []'
assert e.message_template == 'this is a custom error {missed} {foo} {bar} {spam}'
assert e.type == 'my_error'
assert e.context == {'foo': 'X', 'bar': 42, 'spam': []}
assert str(e) == 'this is a custom error {missed} X 42 []'
assert repr(e) == (
"this is a custom error {missed} X 42 [] [type=my_error, context={'foo': 'X', 'bar': 42, 'spam': []}]"
)
@pytest.mark.parametrize(
'msg,result_msg', [('my custom error', 'my custom error'), ('my custom error {foo}', "my custom error {'bar': []}")]
)
def test_pydantic_value_error_nested_ctx(msg: str, result_msg: str):
ctx = {'foo': {'bar': []}}
e = PydanticCustomError('my_error', msg, ctx)
assert e.message() == result_msg
assert e.message_template == msg
assert e.type == 'my_error'
assert e.context == ctx
assert str(e) == result_msg
assert repr(e) == f'{result_msg} [type=my_error, context={ctx}]'
def test_pydantic_value_error_none():
e = PydanticCustomError('my_error', 'this is a custom error {missed}')
assert e.message() == 'this is a custom error {missed}'
assert e.message_template == 'this is a custom error {missed}'
assert e.type == 'my_error'
assert e.context is None
assert str(e) == 'this is a custom error {missed}'
assert repr(e) == 'this is a custom error {missed} [type=my_error, context=None]'
def test_pydantic_value_error_usage():
def f(input_value, info):
raise PydanticCustomError('my_error', 'this is a custom error {foo} {bar}', {'foo': 'FOOBAR', 'bar': 42})
v = SchemaValidator(core_schema.with_info_plain_validator_function(f))
with pytest.raises(ValidationError) as exc_info:
v.validate_python(42)
assert exc_info.value.errors() == [
{
'type': 'my_error',
'loc': (),
'msg': 'this is a custom error FOOBAR 42',
'input': 42,
'ctx': {'foo': 'FOOBAR', 'bar': 42},
}
]
def test_pydantic_value_error_invalid_dict():
def my_function(input_value, info):
raise PydanticCustomError('my_error', 'this is a custom error {foo}', {(): 'foobar'})
v = SchemaValidator(core_schema.with_info_plain_validator_function(my_function))
with pytest.raises(ValidationError) as exc_info:
v.validate_python(42)
assert str(exc_info.value) == (
'1 validation error for function-plain[my_function()]\n'
" (error rendering message: TypeError: 'tuple' object cannot be converted to 'PyString') "
'[type=my_error, input_value=42, input_type=int]'
)
with pytest.raises(TypeError, match="'tuple' object cannot be converted to 'PyString'"):
exc_info.value.errors(include_url=False)
def test_pydantic_value_error_invalid_type():
def f(input_value, info):
raise PydanticCustomError('my_error', 'this is a custom error {foo}', [('foo', 123)])
v = SchemaValidator(core_schema.with_info_plain_validator_function(f))
with pytest.raises(TypeError, match="argument 'context': 'list' object cannot be converted to 'PyDict'"):
v.validate_python(42)
def test_validator_instance_plain():
class CustomValidator:
def __init__(self):
self.foo = 42
self.bar = 'before'
def validate(self, input_value, info):
return f'{input_value} {self.foo} {self.bar}'
c = CustomValidator()
v = SchemaValidator(core_schema.with_info_plain_validator_function(c.validate, metadata={'instance': c}))
c.foo += 1
assert v.validate_python('input value') == 'input value 43 before'
c.bar = 'changed'
assert v.validate_python('input value') == 'input value 43 changed'
def test_validator_instance_after():
class CustomValidator:
def __init__(self):
self.foo = 42
def validate(self, input_value, info):
assert isinstance(input_value, str)
return f'{input_value} {self.foo}'
c = CustomValidator()
v = SchemaValidator(
core_schema.with_info_after_validator_function(c.validate, core_schema.str_schema(), metadata={'instance': c})
)
c.foo += 1
assert v.validate_python('input value') == 'input value 43'
assert v.validate_python(b'is bytes') == 'is bytes 43'
def test_pydantic_error_type():
e = PydanticKnownError('json_invalid', {'error': 'Test'})
assert e.message() == 'Invalid JSON: Test'
assert e.type == 'json_invalid'
assert e.context == {'error': 'Test'}
assert str(e) == 'Invalid JSON: Test'
assert repr(e) == "Invalid JSON: Test [type=json_invalid, context={'error': 'Test'}]"
def test_pydantic_error_type_nested_ctx():
ctx = {'error': 'Test', 'foo': {'bar': []}}
e = PydanticKnownError('json_invalid', ctx)
assert e.message() == 'Invalid JSON: Test'
assert e.type == 'json_invalid'
assert e.context == ctx
assert str(e) == 'Invalid JSON: Test'
assert repr(e) == f'Invalid JSON: Test [type=json_invalid, context={ctx}]'
def test_pydantic_error_type_raise_no_ctx():
def f(input_value, info):
raise PydanticKnownError('finite_number')
v = SchemaValidator(core_schema.with_info_before_validator_function(f, core_schema.int_schema()))
with pytest.raises(ValidationError) as exc_info:
v.validate_python(4)
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{'type': 'finite_number', 'loc': (), 'msg': 'Input should be a finite number', 'input': 4}
]
@pytest.mark.parametrize(
'extra', [{}, {'foo': 1}, {'foo': {'bar': []}}, {'foo': {'bar': object()}}, {'foo': Decimal('42.1')}]
)
def test_pydantic_error_type_raise_ctx(extra: dict):
ctx = {'gt': 42, **extra}
def f(input_value, info):
raise PydanticKnownError('greater_than', ctx)
v = SchemaValidator(core_schema.with_info_before_validator_function(f, core_schema.int_schema()))
with pytest.raises(ValidationError) as exc_info:
v.validate_python(4)
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{'type': 'greater_than', 'loc': (), 'msg': 'Input should be greater than 42', 'input': 4, 'ctx': ctx}
]
@pytest.mark.parametrize('ctx', [None, {}])
def test_pydantic_error_type_raise_custom_no_ctx(ctx: Optional[dict]):
def f(input_value, info):
raise PydanticKnownError('int_type', ctx)
v = SchemaValidator(core_schema.with_info_before_validator_function(f, core_schema.int_schema()))
expect_ctx = {'ctx': {}} if ctx is not None else {}
with pytest.raises(ValidationError) as exc_info:
v.validate_python(4)
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{'type': 'int_type', 'loc': (), 'msg': 'Input should be a valid integer', 'input': 4, **expect_ctx}
]
@pytest.mark.parametrize(
'extra', [{}, {'foo': 1}, {'foo': {'bar': []}}, {'foo': {'bar': object()}}, {'foo': Decimal('42.1')}]
)
def test_pydantic_custom_error_type_raise_custom_ctx(extra: dict):
ctx = {'val': 42, **extra}
def f(input_value, info):
raise PydanticCustomError('my_error', 'my message with {val}', ctx)
v = SchemaValidator(core_schema.with_info_before_validator_function(f, core_schema.int_schema()))
with pytest.raises(ValidationError) as exc_info:
v.validate_python(4)
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{'type': 'my_error', 'loc': (), 'msg': 'my message with 42', 'input': 4, 'ctx': ctx}
]
@pytest.mark.parametrize('ctx', [None, {}])
def test_pydantic_custom_error_type_raise_custom_no_ctx(ctx: Optional[dict]):
def f(input_value, info):
raise PydanticCustomError('my_error', 'my message', ctx)
v = SchemaValidator(core_schema.with_info_before_validator_function(f, core_schema.int_schema()))
expect_ctx = {'ctx': {}} if ctx is not None else {}
with pytest.raises(ValidationError) as exc_info:
v.validate_python(4)
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{'type': 'my_error', 'loc': (), 'msg': 'my message', 'input': 4, **expect_ctx}
]
all_errors = [
('no_such_attribute', "Object has no attribute 'wrong_name'", {'attribute': 'wrong_name'}),
('json_invalid', 'Invalid JSON: foobar', {'error': 'foobar'}),
('json_type', 'JSON input should be string, bytes or bytearray', None),
(
'needs_python_object',
'Cannot check `isinstance` when validating from json, use a JsonOrPython validator instead',
{'method_name': 'isinstance'},
),
('recursion_loop', 'Recursion error - cyclic reference detected', None),
('model_type', 'Input should be a valid dictionary or instance of Foobar', {'class_name': 'Foobar'}),
('model_attributes_type', 'Input should be a valid dictionary or object to extract fields from', None),
('dataclass_exact_type', 'Input should be an instance of Foobar', {'class_name': 'Foobar'}),
('dataclass_type', 'Input should be a dictionary or an instance of Foobar', {'class_name': 'Foobar'}),
(
'default_factory_not_called',
'The default factory uses validated data, but at least one validation error occurred',
None,
),
('missing', 'Field required', None),
('frozen_field', 'Field is frozen', None),
('frozen_instance', 'Instance is frozen', None),
('extra_forbidden', 'Extra inputs are not permitted', None),
('invalid_key', 'Keys should be strings', None),
('get_attribute_error', 'Error extracting attribute: foo', {'error': 'foo'}),
('none_required', 'Input should be None', None),
('enum', 'Input should be foo', {'expected': 'foo'}),
('greater_than', 'Input should be greater than 42.1', {'gt': 42.1}),
('greater_than', 'Input should be greater than 42.1', {'gt': '42.1'}),
('greater_than', 'Input should be greater than 2020-01-01', {'gt': '2020-01-01'}),
('greater_than_equal', 'Input should be greater than or equal to 42.1', {'ge': 42.1}),
('less_than', 'Input should be less than 42.1', {'lt': 42.1}),
('less_than_equal', 'Input should be less than or equal to 42.1', {'le': 42.1}),
('finite_number', 'Input should be a finite number', None),
(
'too_short',
'Foobar should have at least 42 items after validation, not 40',
{'field_type': 'Foobar', 'min_length': 42, 'actual_length': 40},
),
(
'too_long',
'Foobar should have at most 42 items after validation, not 50',
{'field_type': 'Foobar', 'max_length': 42, 'actual_length': 50},
),
('string_type', 'Input should be a valid string', None),
('string_sub_type', 'Input should be a string, not an instance of a subclass of str', None),
('string_unicode', 'Input should be a valid string, unable to parse raw data as a unicode string', None),
('string_pattern_mismatch', "String should match pattern 'foo'", {'pattern': 'foo'}),
('string_too_short', 'String should have at least 42 characters', {'min_length': 42}),
('string_too_short', 'String should have at least 1 character', {'min_length': 1}),
('string_too_long', 'String should have at most 42 characters', {'max_length': 42}),
('string_too_long', 'String should have at most 1 character', {'max_length': 1}),
('dict_type', 'Input should be a valid dictionary', None),
('mapping_type', 'Input should be a valid mapping, error: foobar', {'error': 'foobar'}),
('iterable_type', 'Input should be iterable', None),
('iteration_error', 'Error iterating over object, error: foobar', {'error': 'foobar'}),
('list_type', 'Input should be a valid list', None),
('tuple_type', 'Input should be a valid tuple', None),
('set_item_not_hashable', 'Set items should be hashable', None),
('set_type', 'Input should be a valid set', None),
('bool_type', 'Input should be a valid boolean', None),
('bool_parsing', 'Input should be a valid boolean, unable to interpret input', None),
('int_type', 'Input should be a valid integer', None),
('int_parsing', 'Input should be a valid integer, unable to parse string as an integer', None),
('int_parsing_size', 'Unable to parse input string as an integer, exceeded maximum size', None),
('int_from_float', 'Input should be a valid integer, got a number with a fractional part', None),
('multiple_of', 'Input should be a multiple of 42.1', {'multiple_of': 42.1}),
('greater_than', 'Input should be greater than 42.1', {'gt': 42.1}),
('greater_than_equal', 'Input should be greater than or equal to 42.1', {'ge': 42.1}),
('less_than', 'Input should be less than 42.1', {'lt': 42.1}),
('less_than_equal', 'Input should be less than or equal to 42.1', {'le': 42.1}),
('float_type', 'Input should be a valid number', None),
('float_parsing', 'Input should be a valid number, unable to parse string as a number', None),
('bytes_type', 'Input should be a valid bytes', None),
('bytes_too_short', 'Data should have at least 42 bytes', {'min_length': 42}),
('bytes_too_short', 'Data should have at least 1 byte', {'min_length': 1}),
('bytes_too_long', 'Data should have at most 42 bytes', {'max_length': 42}),
('bytes_too_long', 'Data should have at most 1 byte', {'max_length': 1}),
(
'bytes_invalid_encoding',
'Data should be valid base64: Invalid byte 1, offset 1',
{'encoding': 'base64', 'encoding_error': 'Invalid byte 1, offset 1'},
),
(
'bytes_invalid_encoding',
'Data should be valid hex: Odd number of digits',
{'encoding': 'hex', 'encoding_error': 'Odd number of digits'},
),
('value_error', 'Value error, foobar', {'error': ValueError('foobar')}),
('assertion_error', 'Assertion failed, foobar', {'error': AssertionError('foobar')}),
('literal_error', 'Input should be foo', {'expected': 'foo'}),
('literal_error', 'Input should be foo or bar', {'expected': 'foo or bar'}),
('missing_sentinel_error', "Input should be the 'MISSING' sentinel", None),
('date_type', 'Input should be a valid date', None),
('date_parsing', 'Input should be a valid date in the format YYYY-MM-DD, foobar', {'error': 'foobar'}),
('date_from_datetime_parsing', 'Input should be a valid date or datetime, foobar', {'error': 'foobar'}),
('date_from_datetime_inexact', 'Datetimes provided to dates should have zero time - e.g. be exact dates', None),
('date_past', 'Date should be in the past', None),
('date_future', 'Date should be in the future', None),
('time_type', 'Input should be a valid time', None),
('time_parsing', 'Input should be in a valid time format, foobar', {'error': 'foobar'}),
('datetime_type', 'Input should be a valid datetime', None),
('datetime_parsing', 'Input should be a valid datetime, foobar', {'error': 'foobar'}),
('datetime_from_date_parsing', 'Input should be a valid datetime or date, foobar', {'error': 'foobar'}),
('datetime_object_invalid', 'Invalid datetime object, got foobar', {'error': 'foobar'}),
('datetime_past', 'Input should be in the past', None),
('datetime_future', 'Input should be in the future', None),
('timezone_naive', 'Input should not have timezone info', None),
('timezone_aware', 'Input should have timezone info', None),
('timezone_offset', 'Timezone offset of 0 required, got 60', {'tz_expected': 0, 'tz_actual': 60}),
('time_delta_type', 'Input should be a valid timedelta', None),
('time_delta_parsing', 'Input should be a valid timedelta, foobar', {'error': 'foobar'}),
('frozen_set_type', 'Input should be a valid frozenset', None),
('is_instance_of', 'Input should be an instance of Foo', {'class': 'Foo'}),
('is_subclass_of', 'Input should be a subclass of Foo', {'class': 'Foo'}),
('callable_type', 'Input should be callable', None),
(
'union_tag_invalid',
"Input tag 'foo' found using bar does not match any of the expected tags: baz",
{'discriminator': 'bar', 'tag': 'foo', 'expected_tags': 'baz'},
),
('union_tag_not_found', 'Unable to extract tag using discriminator foo', {'discriminator': 'foo'}),
('arguments_type', 'Arguments must be a tuple, list or a dictionary', None),
('missing_argument', 'Missing required argument', None),
('unexpected_keyword_argument', 'Unexpected keyword argument', None),
('missing_keyword_only_argument', 'Missing required keyword only argument', None),
('unexpected_positional_argument', 'Unexpected positional argument', None),
('missing_positional_only_argument', 'Missing required positional only argument', None),
('multiple_argument_values', 'Got multiple values for argument', None),
('url_type', 'URL input should be a string or URL', None),
('url_parsing', 'Input should be a valid URL, Foobar', {'error': 'Foobar'}),
('url_syntax_violation', 'Input violated strict URL syntax rules, Foobar', {'error': 'Foobar'}),
('url_too_long', 'URL should have at most 42 characters', {'max_length': 42}),
('url_too_long', 'URL should have at most 1 character', {'max_length': 1}),
('url_scheme', 'URL scheme should be "foo", "bar" or "spam"', {'expected_schemes': '"foo", "bar" or "spam"'}),
('uuid_type', 'UUID input should be a string, bytes or UUID object', None),
('uuid_parsing', 'Input should be a valid UUID, Foobar', {'error': 'Foobar'}),
('uuid_version', 'UUID version 42 expected', {'expected_version': 42}),
('decimal_type', 'Decimal input should be an integer, float, string or Decimal object', None),
('decimal_parsing', 'Input should be a valid decimal', None),
('decimal_max_digits', 'Decimal input should have no more than 42 digits in total', {'max_digits': 42}),
('decimal_max_digits', 'Decimal input should have no more than 1 digit in total', {'max_digits': 1}),
('decimal_max_places', 'Decimal input should have no more than 42 decimal places', {'decimal_places': 42}),
('decimal_max_places', 'Decimal input should have no more than 1 decimal place', {'decimal_places': 1}),
(
'decimal_whole_digits',
'Decimal input should have no more than 42 digits before the decimal point',
{'whole_digits': 42},
),
(
'decimal_whole_digits',
'Decimal input should have no more than 1 digit before the decimal point',
{'whole_digits': 1},
),
(
'complex_type',
'Input should be a valid python complex object, a number, or a valid complex string following the rules at https://docs.python.org/3/library/functions.html#complex',
None,
),
(
'complex_str_parsing',
'Input should be a valid complex string following the rules at https://docs.python.org/3/library/functions.html#complex',
None,
),
]
@pytest.mark.parametrize('error_type, message, context', all_errors)
def test_error_type(error_type, message, context):
e = PydanticKnownError(error_type, context)
assert e.message() == message
assert e.type == error_type
assert e.context == context
def test_all_errors_covered():
listed_types = {error_type for error_type, *_ in all_errors}
actual_types = {e['type'] for e in list_all_errors()}
assert actual_types == listed_types
def test_error_decimal():
e = PydanticKnownError('greater_than', {'gt': Decimal('42.1')})
assert e.message() == 'Input should be greater than 42.1'
assert e.type == 'greater_than'
assert e.context == {'gt': Decimal('42.1')}
def test_custom_error_decimal():
e = PydanticCustomError('my_error', 'this is a custom error {foobar}', {'foobar': Decimal('42.010')})
assert e.message() == 'this is a custom error 42.010'
assert e.message_template == 'this is a custom error {foobar}'
assert e.type == 'my_error'
assert e.context == {'foobar': Decimal('42.010')}
def test_pydantic_value_error_plain(py_and_json: PyAndJson):
def f(input_value, info):
raise PydanticCustomError
v = py_and_json(core_schema.with_info_plain_validator_function(f))
with pytest.raises(TypeError, match='missing 2 required positional arguments'):
v.validate_test('4')
@pytest.mark.parametrize('exception', [PydanticOmit(), PydanticOmit])
def test_list_omit_exception(py_and_json: PyAndJson, exception):
def f(input_value):
if input_value % 2 == 0:
raise exception
return input_value
v = py_and_json(core_schema.list_schema(core_schema.no_info_after_validator_function(f, core_schema.int_schema())))
assert v.validate_test([1, 2, '3', '4']) == [1, 3]
def test_omit_exc_repr():
assert repr(PydanticOmit()) == 'PydanticOmit()'
assert str(PydanticOmit()) == 'PydanticOmit()'
@pytest.mark.parametrize(
'error,ctx,expect',
[
('greater_than', {'gt': []}, "GreaterThan: 'gt' context value must be a Number"),
('model_type', {'class_name': []}, "ModelType: 'class_name' context value must be a String"),
('date_parsing', {'error': []}, "DateParsing: 'error' context value must be a String"),
('string_too_short', {'min_length': []}, "StringTooShort: 'min_length' context value must be a usize"),
],
)
def test_type_error_error(error: str, ctx: dict, expect: str):
with pytest.raises(TypeError, match=f'^{expect}$'):
PydanticKnownError(error, ctx)
def test_custom_context_for_simple_error():
err = PydanticKnownError('json_type', {'foo': 'bar'})
assert err.context == {'foo': 'bar'}
def test_all_errors():
errors = list_all_errors()
# print(f'{len(errors)=}')
assert len(errors) == len({e['type'] for e in errors}), 'error types are not unique'
# insert_assert(errors[:4])
assert errors[:4] == [
{
'type': 'no_such_attribute',
'message_template_python': "Object has no attribute '{attribute}'",
'example_message_python': "Object has no attribute ''",
'example_context': {'attribute': ''},
},
{
'type': 'json_invalid',
'message_template_python': 'Invalid JSON: {error}',
'example_message_python': 'Invalid JSON: ',
'example_context': {'error': ''},
},
{
'type': 'json_type',
'message_template_python': 'JSON input should be string, bytes or bytearray',
'example_message_python': 'JSON input should be string, bytes or bytearray',
'example_context': None,
},
{
'type': 'needs_python_object',
'message_template_python': 'Cannot check `{method_name}` when validating from json, use a JsonOrPython validator instead',
'example_message_python': 'Cannot check `` when validating from json, use a JsonOrPython validator instead',
'example_context': {'method_name': ''},
},
]
none_required = next(e for e in errors if e['type'] == 'none_required')
# insert_assert(none_required)
assert none_required == {
'type': 'none_required',
'message_template_python': 'Input should be None',
'example_message_python': 'Input should be None',
'message_template_json': 'Input should be null',
'example_message_json': 'Input should be null',
'example_context': None,
}
error_types = [e['type'] for e in errors]
if error_types != list(core_schema.ErrorType.__args__):
literal = ''.join(f'\n {e!r},' for e in error_types)
print(f'python code (end of python/pydantic_core/core_schema.py):\n\nErrorType = Literal[{literal}\n]')
pytest.fail('core_schema.ErrorType needs to be updated')
@pytest.mark.skipif(sys.version_info < (3, 11), reason='This is the modern version used post 3.10.')
def test_validation_error_cause_contents():
enabled_config: CoreConfig = CoreConfig(validation_error_cause=True)
def multi_raise_py_error(v: Any) -> Any:
try:
raise AssertionError('Wrong')
except AssertionError as e:
raise ValueError('Oh no!') from e
s2 = SchemaValidator(core_schema.no_info_plain_validator_function(multi_raise_py_error), config=enabled_config)
with pytest.raises(ValidationError) as exc_info:
s2.validate_python('anything')
cause_group = exc_info.value.__cause__
assert isinstance(cause_group, BaseExceptionGroup) # noqa: F821,RUF100 # gated on 3.11+ above
assert len(cause_group.exceptions) == 1
cause = cause_group.exceptions[0]
assert cause.__notes__
assert cause.__notes__[-1].startswith('\nPydantic: ')
assert repr(cause) == repr(ValueError('Oh no!'))
assert cause.__traceback__ is not None
sub_cause = cause.__cause__
assert repr(sub_cause) == repr(AssertionError('Wrong'))
assert sub_cause.__cause__ is None
assert sub_cause.__traceback__ is not None
# Edge case: make sure a deep inner ValidationError(s) causing a validator failure doesn't cause any problems:
def outer_raise_py_error(v: Any) -> Any:
try:
s2.validate_python('anything')
except ValidationError as e:
raise ValueError('Sub val failure') from e
s3 = SchemaValidator(core_schema.no_info_plain_validator_function(outer_raise_py_error), config=enabled_config)
with pytest.raises(ValidationError) as exc_info:
s3.validate_python('anything')
assert isinstance(exc_info.value.__cause__, BaseExceptionGroup) # noqa: F821,RUF100 # gated on 3.11+ above
assert len(exc_info.value.__cause__.exceptions) == 1
cause = exc_info.value.__cause__.exceptions[0]
assert cause.__notes__ and cause.__notes__[-1].startswith('\nPydantic: ')
assert repr(cause) == repr(ValueError('Sub val failure'))
subcause = cause.__cause__
assert isinstance(subcause, ValidationError)
cause_group = subcause.__cause__
assert isinstance(cause_group, BaseExceptionGroup) # noqa: F821,RUF100 # gated on 3.11+ above
assert len(cause_group.exceptions) == 1
cause = cause_group.exceptions[0]
assert cause.__notes__
assert cause.__notes__[-1].startswith('\nPydantic: ')
assert repr(cause) == repr(ValueError('Oh no!'))
assert cause.__traceback__ is not None
sub_cause = cause.__cause__
assert repr(sub_cause) == repr(AssertionError('Wrong'))
assert sub_cause.__cause__ is None
assert sub_cause.__traceback__ is not None
@pytest.mark.skipif(sys.version_info >= (3, 11), reason='This is the backport/legacy version used pre 3.11 only.')
def test_validation_error_cause_contents_legacy():
from exceptiongroup import BaseExceptionGroup
enabled_config: CoreConfig = CoreConfig(validation_error_cause=True)
def multi_raise_py_error(v: Any) -> Any:
try:
raise AssertionError('Wrong')
except AssertionError as e:
raise ValueError('Oh no!') from e
s2 = SchemaValidator(core_schema.no_info_plain_validator_function(multi_raise_py_error), config=enabled_config)
with pytest.raises(ValidationError) as exc_info:
s2.validate_python('anything')
cause_group = exc_info.value.__cause__
assert isinstance(cause_group, BaseExceptionGroup)
assert len(cause_group.exceptions) == 1
cause = cause_group.exceptions[0]
assert repr(cause).startswith("UserWarning('Pydantic: ")
assert cause.__cause__ is not None
cause = cause.__cause__
assert repr(cause) == repr(ValueError('Oh no!'))
assert cause.__traceback__ is not None
sub_cause = cause.__cause__
assert repr(sub_cause) == repr(AssertionError('Wrong'))
assert sub_cause.__cause__ is None
assert sub_cause.__traceback__ is not None
# Make sure a deep inner ValidationError(s) causing a validator failure doesn't cause any problems:
def outer_raise_py_error(v: Any) -> Any:
try:
s2.validate_python('anything')
except ValidationError as e:
raise ValueError('Sub val failure') from e
s3 = SchemaValidator(core_schema.no_info_plain_validator_function(outer_raise_py_error), config=enabled_config)
with pytest.raises(ValidationError) as exc_info:
s3.validate_python('anything')
assert isinstance(exc_info.value.__cause__, BaseExceptionGroup)
assert len(exc_info.value.__cause__.exceptions) == 1
cause = exc_info.value.__cause__.exceptions[0]
assert repr(cause).startswith("UserWarning('Pydantic: ")
assert cause.__cause__ is not None
cause = cause.__cause__
assert repr(cause) == repr(ValueError('Sub val failure'))
subcause = cause.__cause__
assert isinstance(subcause, ValidationError)
cause_group = subcause.__cause__
assert isinstance(cause_group, BaseExceptionGroup)
assert len(cause_group.exceptions) == 1
cause = cause_group.exceptions[0]
assert repr(cause).startswith("UserWarning('Pydantic: ")
assert cause.__cause__ is not None
cause = cause.__cause__
assert repr(cause) == repr(ValueError('Oh no!'))
assert cause.__traceback__ is not None
sub_cause = cause.__cause__
assert repr(sub_cause) == repr(AssertionError('Wrong'))
assert sub_cause.__cause__ is None
assert sub_cause.__traceback__ is not None
class CauseResult(enum.Enum):
CAUSE = enum.auto()
NO_CAUSE = enum.auto()
IMPORT_ERROR = enum.auto()
@pytest.mark.parametrize(
'desc,config,expected_result',
[ # Without the backport should still work after 3.10 as not needed:
(
'Enabled',
CoreConfig(validation_error_cause=True),
CauseResult.CAUSE if sys.version_info >= (3, 11) else CauseResult.IMPORT_ERROR,
),
('Disabled specifically', CoreConfig(validation_error_cause=False), CauseResult.NO_CAUSE),
('Disabled implicitly', {}, CauseResult.NO_CAUSE),
],
)
def test_validation_error_cause_config_variants(desc: str, config: CoreConfig, expected_result: CauseResult):
# Simulate the package being missing:
with patch.dict('sys.modules', {'exceptiongroup': None}):
def singular_raise_py_error(v: Any) -> Any:
raise ValueError('Oh no!')
s = SchemaValidator(core_schema.no_info_plain_validator_function(singular_raise_py_error), config=config)
if expected_result is CauseResult.IMPORT_ERROR:
# Confirm error message contains "requires the exceptiongroup module" in the middle of the string:
with pytest.raises(ImportError, match='requires the exceptiongroup module'):
s.validate_python('anything')
elif expected_result is CauseResult.CAUSE:
with pytest.raises(ValidationError) as exc_info:
s.validate_python('anything')
assert exc_info.value.__cause__ is not None
assert hasattr(exc_info.value.__cause__, 'exceptions')
assert len(exc_info.value.__cause__.exceptions) == 1
assert repr(exc_info.value.__cause__.exceptions[0]) == repr(ValueError('Oh no!'))
elif expected_result is CauseResult.NO_CAUSE:
with pytest.raises(ValidationError) as exc_info:
s.validate_python('anything')
assert exc_info.value.__cause__ is None
else:
raise AssertionError(f'Unhandled result: {expected_result}')
def test_validation_error_cause_traceback_preserved():
"""Makes sure historic bug of traceback being lost is fixed."""
enabled_config: CoreConfig = CoreConfig(validation_error_cause=True)
def singular_raise_py_error(v: Any) -> Any:
raise ValueError('Oh no!')
s1 = SchemaValidator(core_schema.no_info_plain_validator_function(singular_raise_py_error), config=enabled_config)
with pytest.raises(ValidationError) as exc_info:
s1.validate_python('anything')
base_errs = getattr(exc_info.value.__cause__, 'exceptions', [])
assert len(base_errs) == 1
base_err = base_errs[0]
# Get to the root error:
cause = base_err
while cause.__cause__ is not None:
cause = cause.__cause__
# Should still have a traceback:
assert cause.__traceback__ is not None
class BadRepr:
def __repr__(self):
raise RuntimeError('bad repr')
def test_error_on_repr(pydantic_version):
s = SchemaValidator(core_schema.int_schema())
with pytest.raises(ValidationError) as exc_info:
s.validate_python(BadRepr())
assert str(exc_info.value) == (
'1 validation error for int\n'
' Input should be a valid integer '
'[type=int_type, input_value=<unprintable BadRepr object>, input_type=BadRepr]\n'
f' For further information visit https://errors.pydantic.dev/{pydantic_version}/v/int_type'
)
assert exc_info.value.errors(include_url=False) == [
{'type': 'int_type', 'loc': (), 'msg': 'Input should be a valid integer', 'input': IsInstance(BadRepr)}
]
assert exc_info.value.json(include_url=False) == IsJson(
[
{
'type': 'int_type',
'loc': [],
'msg': 'Input should be a valid integer',
'input': '<Unserializable BadRepr object>',
}
]
)
def test_error_json(pydantic_version):
s = SchemaValidator(core_schema.str_schema(min_length=3))
with pytest.raises(ValidationError) as exc_info:
s.validate_python('12')
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{
'type': 'string_too_short',
'loc': (),
'msg': 'String should have at least 3 characters',
'input': '12',
'ctx': {'min_length': 3},
}
]
assert exc_info.value.json() == IsJson(
[
{
'type': 'string_too_short',
'loc': [],
'msg': 'String should have at least 3 characters',
'input': '12',
'ctx': {'min_length': 3},
'url': f'https://errors.pydantic.dev/{pydantic_version}/v/string_too_short',
}
]
)
assert exc_info.value.json(include_url=False, include_context=False) == IsJson(
[{'type': 'string_too_short', 'loc': [], 'msg': 'String should have at least 3 characters', 'input': '12'}]
)
assert exc_info.value.json().startswith('[{"type":"string_too_short",')
assert exc_info.value.json(indent=2).startswith('[\n {\n "type": "string_too_short",')
def test_error_json_python_error(pydantic_version: str):
def raise_py_error(v: Any) -> Any:
try:
assert False
except AssertionError as e:
raise ValueError('Oh no!') from e
s = SchemaValidator(core_schema.no_info_plain_validator_function(raise_py_error))
with pytest.raises(ValidationError) as exc_info:
s.validate_python('anything')
exc = exc_info.value.errors()[0]['ctx']['error']
assert isinstance(exc, ValueError)
assert isinstance(exc.__context__, AssertionError)
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{
'type': 'value_error',
'loc': (),
'msg': 'Value error, Oh no!',
'input': 'anything',
'ctx': {'error': HasRepr(repr(ValueError('Oh no!')))},
}
]
assert exc_info.value.json() == IsJson(
[
{
'type': 'value_error',
'loc': [],
'msg': 'Value error, Oh no!',
'input': 'anything',
'ctx': {'error': 'Oh no!'},
'url': f'https://errors.pydantic.dev/{pydantic_version}/v/value_error',
}
]
)
assert exc_info.value.json(include_url=False, include_context=False) == IsJson(
[{'type': 'value_error', 'loc': [], 'msg': 'Value error, Oh no!', 'input': 'anything'}]
)
assert exc_info.value.json().startswith('[{"type":"value_error",')
assert exc_info.value.json(indent=2).startswith('[\n {\n "type": "value_error",')
def test_error_json_cycle():
s = SchemaValidator(core_schema.str_schema(min_length=3))
cycle = []
cycle.append(cycle)
msg = '[type=string_type, input_value=[[...]], input_type=list]'
with pytest.raises(ValidationError, match=re.escape(msg)) as exc_info:
s.validate_python(cycle)
assert exc_info.value.json(include_url=False) == IsJson(
[{'type': 'string_type', 'loc': [], 'msg': 'Input should be a valid string', 'input': ['...']}]
)
class Foobar:
pass
class CustomStr:
def __str__(self):
return 'custom str'
def test_error_json_unknown():
s = SchemaValidator(core_schema.str_schema())
with pytest.raises(ValidationError) as exc_info:
s.validate_python(Foobar())
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{
'type': 'string_type',
'loc': (),
'msg': 'Input should be a valid string',
'input': HasRepr(IsStr(regex='<.+.test_errors.Foobar object at 0x[a-f0-9]{5,}>', regex_flags=re.I)),
}
]
# insert_assert(exc_info.value.json(include_url=False))
assert exc_info.value.json(include_url=False) == IsJson(
[
{
'type': 'string_type',
'loc': [],
'msg': 'Input should be a valid string',
'input': IsStr(regex='<.+.test_errors.Foobar object at 0x[a-f0-9]{5,}>', regex_flags=re.I),
}
]
)
with pytest.raises(ValidationError) as exc_info:
s.validate_python(CustomStr())
# insert_assert(json.loads(exc_info.value.json(include_url=False)))
assert exc_info.value.json(include_url=False) == IsJson(
[{'type': 'string_type', 'loc': [], 'msg': 'Input should be a valid string', 'input': 'custom str'}]
)
def test_error_json_loc():
s = SchemaValidator(
core_schema.dict_schema(core_schema.str_schema(), core_schema.list_schema(core_schema.int_schema()))
)
with pytest.raises(ValidationError) as exc_info:
s.validate_python({'a': [0, 1, 'x'], 'b': [0, 'y']})
# insert_assert(exc_info.value.json())
assert exc_info.value.json(include_url=False) == IsJson(
[
{
'type': 'int_parsing',
'loc': ['a', 2],
'msg': 'Input should be a valid integer, unable to parse string as an integer',
'input': 'x',
},
{
'type': 'int_parsing',
'loc': ['b', 1],
'msg': 'Input should be a valid integer, unable to parse string as an integer',
'input': 'y',
},
]
)
def test_raise_validation_error():
with pytest.raises(ValidationError, match='1 validation error for Foobar\n') as exc_info:
raise ValidationError.from_exception_data(
'Foobar', [{'type': 'greater_than', 'loc': ('a', 2), 'input': 4, 'ctx': {'gt': 5}}]
)
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{'type': 'greater_than', 'loc': ('a', 2), 'msg': 'Input should be greater than 5', 'input': 4, 'ctx': {'gt': 5}}
]
with pytest.raises(TypeError, match="GreaterThan: 'gt' required in context"):
raise ValidationError.from_exception_data('Foobar', [{'type': 'greater_than', 'loc': ('a', 2), 'input': 4}])
@pytest.mark.parametrize(
'hide_input_in_errors,input_str',
((False, 'type=greater_than, input_value=4, input_type=int'), (True, 'type=greater_than')),
)
def test_raise_validation_error_hide_input(hide_input_in_errors, input_str):
with pytest.raises(ValidationError, match=re.escape(f'Input should be greater than 5 [{input_str}]')):
raise ValidationError.from_exception_data(
'Foobar',
[{'type': 'greater_than', 'loc': ('a', 2), 'input': 4, 'ctx': {'gt': 5}}],
hide_input=hide_input_in_errors,
)
def test_raise_validation_error_json():
with pytest.raises(ValidationError) as exc_info:
raise ValidationError.from_exception_data('Foobar', [{'type': 'none_required', 'loc': [-42], 'input': 'x'}])
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{'type': 'none_required', 'loc': (-42,), 'msg': 'Input should be None', 'input': 'x'}
]
with pytest.raises(ValidationError) as exc_info:
raise ValidationError.from_exception_data(
'Foobar', [{'type': 'none_required', 'loc': (), 'input': 'x'}], 'json'
)
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{'type': 'none_required', 'loc': (), 'msg': 'Input should be null', 'input': 'x'}
]
def test_raise_validation_error_custom():
custom_error = PydanticCustomError(
'my_error', 'this is a custom error {missed} {foo} {bar}', {'foo': 'X', 'bar': 42}
)
with pytest.raises(ValidationError) as exc_info:
raise ValidationError.from_exception_data('Foobar', [{'type': custom_error, 'input': 'x'}])
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{
'type': 'my_error',
'loc': (),
'msg': 'this is a custom error {missed} X 42',
'input': 'x',
'ctx': {'foo': 'X', 'bar': 42},
}
]
@pytest.mark.parametrize(
'msg,result_msg', [('my custom error', 'my custom error'), ('my custom error {foo}', "my custom error {'bar': []}")]
)
def test_raise_validation_error_custom_nested_ctx(msg: str, result_msg: str):
ctx = {'foo': {'bar': []}}
custom_error = PydanticCustomError('my_error', msg, ctx)
with pytest.raises(ValidationError) as exc_info:
raise ValidationError.from_exception_data('Foobar', [{'type': custom_error, 'input': 'x'}])
expected_error_detail = {'type': 'my_error', 'loc': (), 'msg': result_msg, 'input': 'x', 'ctx': ctx}
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [expected_error_detail]
assert exc_info.value.json(include_url=False) == IsJson([{**expected_error_detail, 'loc': []}])
def test_raise_validation_error_known_class_ctx():
custom_data = Foobar()
ctx = {'gt': 10, 'foo': {'bar': custom_data}}
with pytest.raises(ValidationError) as exc_info:
raise ValidationError.from_exception_data('MyTitle', [{'type': 'greater_than', 'input': 9, 'ctx': ctx}])
expected_error_detail = {
'type': 'greater_than',
'loc': (),
'msg': 'Input should be greater than 10',
'input': 9,
'ctx': ctx,
}
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [expected_error_detail]
assert exc_info.value.json(include_url=False) == IsJson(
[{**expected_error_detail, 'loc': [], 'ctx': {'gt': 10, 'foo': {'bar': str(custom_data)}}}]
)
def test_raise_validation_error_custom_class_ctx():
custom_data = Foobar()
ctx = {'foo': {'bar': custom_data}}
custom_error = PydanticCustomError('my_error', 'my message', ctx)
assert custom_error.context == ctx
with pytest.raises(ValidationError) as exc_info:
raise ValidationError.from_exception_data('MyTitle', [{'type': custom_error, 'input': 'x'}])
expected_error_detail = {'type': 'my_error', 'loc': (), 'msg': 'my message', 'input': 'x', 'ctx': ctx}
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [expected_error_detail]
assert exc_info.value.json(include_url=False) == IsJson(
[{**expected_error_detail, 'loc': [], 'ctx': {'foo': {'bar': str(custom_data)}}}]
)
def test_loc_with_dots(pydantic_version):
v = SchemaValidator(
core_schema.typed_dict_schema(
{
'a': core_schema.typed_dict_field(
core_schema.tuple_positional_schema([core_schema.int_schema(), core_schema.int_schema()]),
validation_alias='foo.bar',
)
}
)
)
assert v.validate_python({'foo.bar': (41, 42)}) == {'a': (41, 42)}
with pytest.raises(ValidationError) as exc_info:
v.validate_python({'foo.bar': ('x', 42)})
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{
'type': 'int_parsing',
'loc': ('foo.bar', 0),
'msg': 'Input should be a valid integer, unable to parse string as an integer',
'input': 'x',
}
]
# insert_assert(str(exc_info.value))
assert str(exc_info.value) == (
'1 validation error for typed-dict\n'
'`foo.bar`.0\n'
' Input should be a valid integer, unable to parse string as an integer '
"[type=int_parsing, input_value='x', input_type=str]\n"
f' For further information visit https://errors.pydantic.dev/{pydantic_version}/v/int_parsing'
)
def test_hide_input_in_error() -> None:
s = SchemaValidator(core_schema.int_schema())
with pytest.raises(ValidationError) as exc_info:
s.validate_python('definitely not an int')
for error in exc_info.value.errors(include_input=False):
assert 'input' not in error
def test_hide_input_in_json() -> None:
s = SchemaValidator(core_schema.int_schema())
with pytest.raises(ValidationError) as exc_info:
s.validate_python('definitely not an int')
for error in exc_info.value.errors(include_input=False):
assert 'input' not in error
@pytest.mark.skipif(
sys.version_info < (3, 9) and sys.implementation.name == 'pypy',
reason='PyPy before 3.9 cannot pickle this correctly',
)
def test_validation_error_pickle() -> None:
s = SchemaValidator(core_schema.int_schema())
with pytest.raises(ValidationError) as exc_info:
s.validate_python('definitely not an int')
original = exc_info.value
roundtripped = pickle.loads(pickle.dumps(original))
assert original.errors() == roundtripped.errors()
@pytest.mark.skipif('PYDANTIC_ERRORS_INCLUDE_URL' in os.environ, reason="can't test when envvar is set")
def test_errors_include_url() -> None:
s = SchemaValidator(core_schema.int_schema())
with pytest.raises(ValidationError) as exc_info:
s.validate_python('definitely not an int')
assert 'https://errors.pydantic.dev' in repr(exc_info.value)
@pytest.mark.skipif(sys.platform == 'emscripten', reason='no subprocesses on emscripten')
@pytest.mark.parametrize(
('env_var', 'env_var_value', 'expected_to_have_url'),
[
('PYDANTIC_ERRORS_INCLUDE_URL', None, True),
('PYDANTIC_ERRORS_INCLUDE_URL', '1', True),
('PYDANTIC_ERRORS_INCLUDE_URL', 'True', True),
('PYDANTIC_ERRORS_INCLUDE_URL', 'no', False),
('PYDANTIC_ERRORS_INCLUDE_URL', '0', False),
# Legacy environment variable, will raise a deprecation warning:
('PYDANTIC_ERRORS_OMIT_URL', '1', False),
('PYDANTIC_ERRORS_OMIT_URL', None, True),
],
)
def test_errors_include_url_envvar(env_var, env_var_value, expected_to_have_url) -> None:
"""
Test the `PYDANTIC_ERRORS_INCLUDE_URL` environment variable.
Since it can only be set before `ValidationError.__repr__()` is first called,
we need to spawn a subprocess to test it.
"""
code = "import pydantic_core; from pydantic_core import core_schema; pydantic_core.SchemaValidator(core_schema.int_schema()).validate_python('ooo')"
env = os.environ.copy()
env.pop('PYDANTIC_ERRORS_OMIT_URL', None) # in case the ambient environment has it set
if env_var_value is not None:
env[env_var] = env_var_value
result = subprocess.run(
[sys.executable, '-W', 'default', '-c', code],
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT,
encoding='utf-8',
env=env,
)
assert result.returncode == 1
if 'PYDANTIC_ERRORS_OMIT_URL' in env:
assert 'PYDANTIC_ERRORS_OMIT_URL is deprecated' in result.stdout
assert ('https://errors.pydantic.dev' in result.stdout) == expected_to_have_url
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