def test_simple_list_validation_works():
document = ["test1", 600, "test2"]
schema = get_simple_list_schema()
v = Validator(schema)
assert v.normalized(document) == ["test1", 600, "test2"]
assert v.errors == {}
def test_simple_list_validation_works():
document = ["test1", 600, "test2"]
schema = get_simple_list_schema()
v = Validator(schema)
assert v.validate(document) is True
assert v.errors == {}
def test_simple_dict_validation_min_number_not_compliant():
document = {"list_of_values": ["test1", 400, "test2"]}
schema = get_simple_dict_schema()
v = Validator(schema)
assert v.validate(document) is False
assert v.errors == {"list_of_values": [{1: ["min value is 500"]}]}
def test_simple_dict_validation_list_len_works():
document = {"list_of_values": ["test1", 600]}
schema = get_simple_dict_schema()
v = Validator(schema, allow_list_missing=True)
assert v.validate(document) is True
assert v.errors == {}
def test_simple_dict_validation_list_len_breaks():
document = {"list_of_values": ["test1", 600]}
schema = get_simple_dict_schema()
v = Validator(schema)
assert v.validate(document) is False
assert v.errors == {"list_of_values": ["length of list should be 3, it is 2"]}
def test_extended_dict_validation_works():
document = {
"list_of_values": [
"test1",
600,
["test3", 1, 2, {
"field1": "testfield",
"field2": 5
}],
],
"list_of_values_2": {
"1": "test1",
"2": 501,
"3": ["test2", 1, 2, 55]
},
"list_of_values_3": ["test10", 600, "test11"],
}
schema = get_extended_dict_schema()
v = Validator(schema)
o = v.normalized_as_object(document, callable_numbers=False)
p = v.normalized_as_object(document, callable_numbers=True)
assert o.list_of_values_2["3"].second_int == 1
assert p.list_of_values_2._3.second_int == 1
assert o.first_val[2][3].field01231 == "testfield"
assert p.first_val._2._3.field01231 == "testfield"
assert o.first_val[2][3].field2 == 5
assert p.first_val._2._3.field2 == 5
assert o.hello[1] == 600
assert p.hello._1 == 600
def test_readable_schema_wrong_naming():
document = {"produce": ["Apple", 5, "High"]}
schema = {
"unknown": {
"type":
"list",
"name":
"fruits",
"items": [
{
"type": "string"
},
{
"type": "integer",
"min": 0
},
{
"type": "string"
},
],
}
}
v = Validator(schema)
assert v.validate(document) is False
assert v.errors == {"produce": ["unknown field"]}
assert v.normalized_as_dict(document) == {
"produce": {
0: "Apple",
1: 5,
2: "High"
}
}
assert v.errors == {}
def test_simple_dict_validation_breaks():
document = {"list_of_values": [40, 600, "test2"]}
schema = get_simple_dict_schema()
v = Validator(schema)
assert v.validate(document) is False
assert v.errors == {"list_of_values": [{0: ["must be of string type"]}]}
def test_simple_dict_validation_works():
document = {"list_of_values": ["test1", 600, "test2"]}
schema = get_simple_dict_schema()
v = Validator(schema)
assert v.validate(document) is True
assert v.errors == {}
def test_extended_list_validation_works_no_schema_init():
document = [
["test1", 501, ["test2", 1, 2, 55]],
600,
["test3", 1, 2, {"field1": "testfield", "field2": 5}],
["test10", 600, "test11"],
]
schema = get_extended_list_schema()
v = Validator()
assert v.validate(document, schema) is True
assert v.errors == {}
def test_extended_list_validation_list_len_works():
document = [
["test1", 501, ["test2", 1, 2, 55]],
600,
["test3", 1, 2, {"field1": "testfield", "field2": 5}],
["test10", 600],
]
schema = get_extended_list_schema()
v = Validator(schema, allow_list_missing=True)
assert v.validate(document) is True
assert v.errors == {}
def test_extended_list_validation_min_number_not_compliant():
document = [
["test1", 499, ["test2", 1, 2, 55]],
600,
["test3", 1, 2, {"field1": "testfield", "field2": 5}],
["test10", 600, "test11"],
]
schema = get_extended_list_schema()
v = Validator(schema)
assert v.validate(document) is False
assert v.errors == {"_schema": [{0: [{1: ["min value is 500"]}]}]}
def test_extended_list_validation_list_len_breaks():
document = [
["test1", 501, ["test2", 1, 2, 55]],
600,
["test3", 1, 2, {"field1": "testfield", "field2": 5}],
["test10", 600],
]
schema = get_extended_list_schema()
v = Validator(schema)
assert v.validate(document) is False
assert v.errors == {"_schema": [{3: ["length of list should be 3, it is 2"]}]}
def test_extended_dict_validation_works():
document = {
"list_of_values": [
"test1",
600,
["test3", 1, 2, {
"field1": "testfield",
"field2": 5
}],
],
"list_of_values_2": {
"1": "test1",
"2": 501,
"3": ["test2", 1, 2, 55]
},
"list_of_values_3": ["test10", 600, "test11"],
}
schema = get_extended_dict_schema()
dict_schema = deepcopy(schema)
v = Validator(dict_schema)
assert v.normalized_as_dict(document) == {
"first_val": {
0: "test1",
1: 600,
2: {
0: "test3",
1: 1,
"hi": 2,
3: {
"field01231": "testfield",
"field2": 5
}
},
},
"list_of_values_2": {
"1": "test1",
"2": 501,
"3": {
0: "test2",
"second_int": 1,
2: 2,
3: 55
},
},
"hello": {
0: "test10",
1: 600,
2: "test11"
},
}
assert v.errors == {}
def test_list_custom_coerce_rules_work_in_list():
def multiply(value):
return value * 2
schema = {"type": "list", "items": [{"type": "integer", "coerce": multiply}]}
document = [2]
v = Validator(schema)
assert v.validate(document) is True
assert v.errors == {}
assert v.normalized(document) == [4]
assert v.normalized_as_dict(document) == {0: 4}
def test_simple_list_validation_works():
document = ["test1", 600, "test2"]
schema = get_simple_list_schema()
v = Validator(schema)
o = v.normalized_as_object(document, callable_numbers=False)
p = v.normalized_as_object(document, callable_numbers=True)
assert o[0] == "test1"
assert o[1] == 600
assert o[2] == "test2"
assert p._0 == "test1"
assert p._1 == 600
assert p._2 == "test2"
def test_simple_dict_validation_works():
document = {"list_of_values": ["test1", 600, "test2"]}
schema = get_simple_dict_schema()
v = Validator(schema)
assert v.normalized_as_dict(document) == {
"hello": {
0: "test1",
1: 600,
2: "test2"
}
}
assert v.errors == {}
def test_extended_dict_validation_list_len_works():
document = {
"list_of_values": [
"test1",
600,
["test3", 1, 2, {"field1": "testfield", "field2": 5}],
],
"list_of_values_2": {"1": "test1", "2": 501, "3": ["test2", 1, 2]},
"list_of_values_3": ["test10", 600, "test11"],
}
schema = get_extended_dict_schema()
v = Validator(schema, allow_list_missing=True)
assert v.validate(document) is True
assert v.errors == {}
def test_extended_dict_validation_too_many_fields_raise():
document = {
"list_of_values": [
"test1",
600,
["test3", 1, 2, {"field1": "testfield", "field2": 5}],
],
"list_of_values_2": {"1": "test1", "2": 501, "3": ["test2", 1, 2, 55, "hello"]},
"list_of_values_3": ["test10", 600, "test11"],
}
schema = get_extended_dict_schema()
v = Validator(schema, allow_list_missing=True)
assert v.validate(document) is False
assert v.errors == {"list_of_values_2": [{"3": [{4: ["unknown field"]}]}]}
def test_extended_list_validation_works():
document = [
["test1", 501, ["test2", 1, 2, 55]],
600,
["test3", 1, 2, {
"field1": "testfield",
"field2": 5
}],
["test10", 600, "test11"],
]
schema = get_extended_list_schema()
v = Validator(schema)
assert v.normalized(document) == document
assert v.errors == {}
def test_extended_dict_validation_works_no_schema_init():
document = {
"list_of_values": [
"test1",
600,
["test3", 1, 2, {"field1": "testfield", "field2": 5}],
],
"list_of_values_2": {"1": "test1", "2": 501, "3": ["test2", 1, 2, 55]},
"list_of_values_3": ["test10", 600, "test11"],
}
schema = get_extended_dict_schema()
v = Validator()
print(v.errors)
assert v.validate(document, schema) is True
assert v.errors == {}
def test_list_lambda_coerce_rules_work_in_list():
schema = {
"type": "list",
"items": [
{"type": "integer", "coerce": lambda x: x * 2},
{"type": "integer", "coerce": lambda x: int(x * 6)},
],
}
document = [2, 1.5]
v = Validator(schema)
assert v.validate(document) is True
assert v.errors == {}
assert v.normalized(document) == [4, 9]
assert v.normalized_as_dict(document) == {0: 4, 1: 9}
def test_coerce_rules_work_in_list_thats_exceeded_len():
schema = {
"type": "list",
"items": [
{"type": "integer", "coerce": lambda x: x * 2},
{"type": "integer", "coerce": lambda x: int(x * 6)},
],
}
document = [2]
v = Validator(schema, allow_list_missing=True)
assert v.validate(document) is True
assert v.errors == {}
assert v.normalized(document) == [4]
assert v.normalized_as_dict(document) == {0: 4}
def test_extended_dict_validation_list_len_breaks():
document = {
"list_of_values": [
"test1",
600,
["test3", 1, 2, {"field1": "testfield", "field2": 5}],
],
"list_of_values_2": {"1": "test1", "2": 501, "3": ["test2", 1, 2]},
"list_of_values_3": ["test10", 600, "test11"],
}
schema = get_extended_dict_schema()
v = Validator(schema)
assert v.validate(document) is False
assert v.errors == {
"list_of_values_2": [{"3": ["length of list should be 4, it is 3"]}]
}
def test_extended_list_validation_breaks():
document = [
["test1", 501, ["test", 1, 2, "testwrongtype"]],
600,
["test3", 1, 2, {"field3": "testfield", "field2": 5}],
["test10", 600, "test11"],
]
schema = get_extended_list_schema()
v = Validator(schema)
assert v.validate(document) is False
assert v.errors == {
"_schema": [
{
0: [{2: [{3: ["must be of integer type"]}]}],
2: [{3: [{"field3": ["unknown field"]}]}],
}
]
}
def test_extended_dict_validation_min_number_not_compliant():
document = {
"list_of_values": [
"test1",
600,
["test3", 1, 2, {"field1": "testfield", "field2": 5}],
],
"list_of_values_2": {"1": "test1", "2": 499, "3": ["test2", 1, 2, 55, "hello"]},
"list_of_values_3": ["test10", 600, "test11"],
}
schema = get_extended_dict_schema()
v = Validator(schema)
assert v.validate(document) is False
assert v.errors == {
"list_of_values_2": [
{"2": ["min value is 500"], "3": ["length of list should be 4, it is 5"]}
]
}
def test_simple_dict_validation_works():
document = {"list_of_values": ["test1", 600, "test2"]}
schema = get_simple_dict_schema()
v = Validator(schema)
o = v.normalized_as_object(document, callable_numbers=False)
p = v.normalized_as_object(document, callable_numbers=True)
assert o.hello[0] == "test1"
assert o.hello[1] == 600
assert o.hello[2] == "test2"
assert o["hello"][0] == "test1"
assert o["hello"][1] == 600
assert o["hello"][2] == "test2"
assert p.hello._0 == "test1"
assert p.hello._1 == 600
assert p.hello._2 == "test2"
assert p["hello"]["_0"] == "test1"
assert p["hello"]["_1"] == 600
assert p["hello"]["_2"] == "test2"
def test_extended_list_validation_too_many_fields_raise():
document = [
["test1", 501, ["test2", 1, 2, 55]],
600,
["test3", 1, 2, {"field1": "testfield", "field2": 5, "field3": 4}],
["test10", 600],
]
schema = get_extended_list_schema()
v = Validator(schema)
assert v.validate(document) is False
assert v.errors == {
"_schema": [
{
2: [{3: [{"field3": ["unknown field"]}]}],
3: ["length of list should be 3, it is 2"],
}
]
}
def test_coerce_rules_work_in_list():
schema = {
"list_of_values": {
"type": "list",
"items": [
{"type": "string", "coerce": str},
{"type": "integer", "coerce": int},
],
}
}
document = {"list_of_values": [123, "987"]}
v = Validator()
assert v.validate(document, schema) is True
assert v.errors == {}
assert v.normalized_as_dict(document, schema) == {
"list_of_values": {0: "123", 1: 987}
}
def test_normalization_rules_work():
document = {
"list_of_values": [
"test1",
600,
[
None, "1", 2, {
"field1": "testfield",
"field2": 5,
"field3": "purge_me"
}
],
],
"list_of_values_2": {
"1": "test1",
"2": 501,
"3": ["test2", 1, 2, 55]
},
"list_of_values_3": ["test10", 600, "test11"],
}
expected_document = {
"list_of_values": [
"test1",
600,
["test_default", 1, 2, {
"field1": "testfield",
"field2": 5
}],
],
"list_of_values_2": {
"1": "test1",
"2": 501,
"3": ["test2", 1, 2, 55]
},
"list_of_values_3": ["test10", 600, "test11"],
}
schema = get_extended_dict_schema()
v = Validator(schema, purge_unknown=True)
assert v.normalized(document) == expected_document
assert v.errors == {}