def test_map_invalid_key(value):
with pytest.raises(
ValueError,
match=
r'The key \[.*\], value \[(.|\s)*\] is not from the type StringType'
):
assert MapType(values=StringType()).validate(value)
def test_record_type_optional_key_not_in_value(value):
assert RecordType({
'name':
RecordTypeField('name', StringType()),
'age':
RecordTypeField('age', UnionType([NullType(), IntType()]))
}).validate(value) is True
def test_record_type_missing_key_in_value(value):
regex = r'The fields from value \[.*\] differs from the fields of the record type \[.*\]'
with pytest.raises(ValueError, match=regex):
RecordType({
'name': RecordTypeField('name', StringType()),
'age': RecordTypeField('age', IntType())
}).validate(value)
def test_invalid_array_item_type(value):
with pytest.raises(
ValueError,
match=
r'The item at index \[\d+\]: \[.+\] is not from the type \[StringType\]'
):
ArrayType(StringType()).validate(value)
def test_record_type_wrong_value_type(value):
with pytest.raises(
ValueError,
match=
r'The value \[.*\] for field \[name\] should be \[StringType\]\.'):
RecordType({
'name': RecordTypeField('name', StringType())
}).validate(value)
def test_invalid_record_type(value):
with pytest.raises(
ValueError,
match=
r'The value \[(.|\s)*\] should have type dict but it has \[.*\].'):
RecordType({
'name': RecordTypeField('name', StringType())
}).validate(value)
def test_record_type_additional_key_in_value(value):
regex = (
r'The fields from value \[.*\] differs from the fields of the record type \[.*\]. '
r'The following fields are not in the schema, but are present: \[.*\].'
)
with pytest.raises(ValueError, match=regex):
RecordType({
'name': RecordTypeField('name', StringType())
}).validate(value)
def test_invalid_map_type(value):
with pytest.raises(
ValueError,
match=r'The value \[(.|\s)*\] should be dict but it is not.'):
MapType(StringType()).validate(value)
def test_record_type(value):
assert RecordType({
'name': RecordTypeField('name', StringType())
}).validate(value) is True
def test_array_union_type(value):
assert ArrayType(UnionType([NullType(), StringType()
])).validate(value) is True
def test_invalid_array(value):
with pytest.raises(
ValueError,
match=r'The value \[(.|\s)*\] should be list but it is not.'):
assert ArrayType(StringType()).validate(value)
def test_array_type(value):
assert ArrayType(StringType()).validate(value) is True
def test_invalid_union(value):
t = UnionType([NullType(), StringType()])
with pytest.raises(ValueError):
t.validate(value)
def test_union_type(value):
t = UnionType([NullType(), StringType()])
assert t.validate(value) is True
def test_string_type(value):
assert StringType().validate(value) is True
def test_invalid_string(value):
assert StringType().check_type(value) is False
def test_record_type_repr(value):
msg = (
'RecordType <{\'name\': RecordTypeField <name: name, type: StringType, '
'doc: None, default: None, order: None, aliases: None>}>')
assert str(RecordType({'name': RecordTypeField('name',
StringType())})) == msg
