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27 changes: 16 additions & 11 deletions fastjsonschema/draft04.py
Original file line number Diff line number Diff line change
Expand Up @@ -361,17 +361,22 @@ def generate_multiple_of(self):
with self.l('if isinstance({variable}, (int, float, Decimal)) and not isinstance({variable}, bool):'):
if not isinstance(self._definition['multipleOf'], (int, float, decimal.Decimal)):
raise JsonSchemaDefinitionException('multipleOf must be a number')
# For proper multiplication check of floats we need to use decimals,
# because for example 19.01 / 0.01 = 1901.0000000000002.
if isinstance(self._definition['multipleOf'], float):
self.l('quotient = Decimal(repr({variable})) / Decimal(repr({multipleOf}))')
else:
self.l('quotient = {variable} / {multipleOf}')
with self.l('if int(quotient) != quotient:'):
self.exc('{name} must be multiple of {multipleOf}', rule='multipleOf')
# For example, 1e308 / 0.123456789
with self.l('if {variable} / {multipleOf} == float("inf"):'):
self.exc('inifinity reached', rule='multipleOf')
# Integer division through a float loses precision or can overflow.
with self.l('if isinstance({variable}, int) and isinstance({multipleOf}, int):'):
with self.l('if {variable} % {multipleOf} != 0:'):
self.exc('{name} must be multiple of {multipleOf}', rule='multipleOf')
with self.l('else:'):
# For proper multiplication check of floats we need to use decimals,
# because for example 19.01 / 0.01 = 1901.0000000000002.
if isinstance(self._definition['multipleOf'], float):
self.l('quotient = Decimal(repr({variable})) / Decimal(repr({multipleOf}))')
else:
self.l('quotient = {variable} / {multipleOf}')
with self.l('if int(quotient) != quotient:'):
self.exc('{name} must be multiple of {multipleOf}', rule='multipleOf')
# For example, 1e308 / 0.123456789
with self.l('if {variable} / {multipleOf} == float("inf"):'):
self.exc('inifinity reached', rule='multipleOf')

def generate_min_items(self):
self.create_variable_is_list()
Expand Down
76 changes: 75 additions & 1 deletion tests/test_number.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@

import pytest

from fastjsonschema import JsonSchemaValueException
from fastjsonschema import JsonSchemaValueException, JsonSchemaValuesException, compile, compile_to_code


@pytest.fixture(params=['number', 'integer'])
Expand Down Expand Up @@ -113,6 +113,80 @@ def test_multiple_of(asserter, number_type, value, expected):
}, value, expected)


@pytest.fixture(params=[compile, compile_to_code], ids=['compiled', 'generated'])
def multiple_of_compiler(request):
def generate(definition, fast_fail):
validator = request.param(definition, fast_fail=fast_fail)
if isinstance(validator, str):
namespace = {}
exec(validator, namespace)
return namespace['validate']
return validator
return generate


@pytest.mark.parametrize('schema_version', ['04', '06', '07'])
@pytest.mark.parametrize('fast_fail', [True, False])
@pytest.mark.parametrize('divisor, value, valid', [
(2, 2 ** 53 + 1, False),
(2, -(2 ** 53 + 1), False),
(2, 2 ** 63 - 1, False),
(2, 2 ** 63 - 2, True),
(3, 3 * 10 ** 400, True),
(3, -3 * 10 ** 400, True),
(3, 3 * 10 ** 400 + 1, False),
(3, -(3 * 10 ** 400 + 1), False),
(10 ** 400 + 3, 2 * (10 ** 400 + 3), True),
(10 ** 400 + 3, 2 * (10 ** 400 + 3) + 1, False),
(3, 0, True),
(1, 10 ** 400, True),
], ids=[
'above-float-precision', 'negative-above-float-precision',
'signed-64-bit-odd', 'signed-64-bit-even',
'huge-multiple', 'negative-huge-multiple',
'huge-nonmultiple', 'negative-huge-nonmultiple',
'huge-divisor-multiple', 'huge-divisor-nonmultiple', 'zero', 'unit-divisor',
])
def test_multiple_of_large_integers(multiple_of_compiler, schema_version, fast_fail, divisor, value, valid):
definition = {
'$schema': 'http://json-schema.org/draft-{}/schema'.format(schema_version),
'type': 'integer',
'multipleOf': divisor,
}
validator = multiple_of_compiler(definition, fast_fail)
if valid:
assert validator(value) == value
else:
exception = JsonSchemaValueException if fast_fail else JsonSchemaValuesException
with pytest.raises(exception) as exc:
validator(value)
errors = [exc.value] if fast_fail else exc.value.errors
assert len(errors) == 1
assert errors[0].rule == 'multipleOf'
assert errors[0].value == value
assert errors[0].name == 'data'
assert errors[0].definition == definition


@pytest.mark.parametrize('divisor, value, valid', [
(3, 6.0, True),
(3, 4.5, False),
(3, decimal.Decimal('6'), True),
(3, decimal.Decimal('4.5'), False),
(0.01, 19.01, True),
(0.01, 19.001, False),
(decimal.Decimal('3'), 6, True),
(decimal.Decimal('3'), 4, False),
])
def test_multiple_of_non_integer_operands(multiple_of_compiler, divisor, value, valid):
validator = multiple_of_compiler({'multipleOf': divisor}, True)
if valid:
assert validator(value) == value
else:
with pytest.raises(JsonSchemaValueException):
validator(value)


exc = JsonSchemaValueException('data must be multiple of 0.0001', value='{data}', name='data', definition='{definition}', rule='multipleOf')
@pytest.mark.parametrize('value, expected', [
(0.00751, exc),
Expand Down