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test_generated_mypy.py
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"""
This is a file which should mypy with success. See test_negative for
a file that should have failures.
This file contains a test to ensure that the test_negative failures
are the expected failures
These tests can be set up and run by the run_test.sh script
"""
import glob
import os
from typing import Any, Generator, NewType, Tuple, Type
import pytest
import testproto.test_pb2 as test_pb2
from google.protobuf.descriptor import FieldDescriptor
from google.protobuf.internal import api_implementation
from google.protobuf.internal.containers import ScalarMap
from google.protobuf.message import Message
from testproto.Capitalized.Capitalized_pb2 import Upper, lower, lower2
from testproto.reexport_pb2 import FOO3 as ReexportedFOO3
from testproto.reexport_pb2 import SimpleProto3 as ReexportedSimpleProto3
from testproto.test3_pb2 import BAR3, FOO3, OuterMessage3, SimpleProto3
from testproto.test_extensions2_pb2 import SeparateFileExtension
from testproto.test_extensions3_pb2 import (
SCALAR_OPTION_FIELD_NUMBER,
MessageOptionsTestMsg,
enum_option,
msg_option,
repeated_enum_option,
repeated_msg_option,
repeated_scalar_option,
scalar_option,
)
from testproto.test_pb2 import DESCRIPTOR, FOO, Extensions1, Extensions2
from testproto.test_pb2 import Name as NamingConflicts_Name
from testproto.test_pb2 import (
NamingConflicts,
OuterEnum,
PythonReservedKeywords,
Simple1,
Simple2,
)
from typing_extensions import assert_type
# C++ python API implementation has some semantic differences from pure python
# We mainly focus on testing the C++ impl - but just have some flags here
# to flag off tests that only work on cpp impl
CPP_IMPL = api_implementation.Type() == "cpp"
UserId = NewType("UserId", int)
class Email(str):
pass
def _is_summary(line: str) -> bool:
"""Checks if the line is the summary line 'Found X errors in Y files (checked Z source files)'"""
return line.startswith("Found ") and line.endswith("source files)\n")
def test_generate_mypy_matches() -> None:
proto_files = glob.glob("proto/**/*.proto", recursive=True)
assert len(proto_files) == 17 # Just a sanity check that all the files show up
pyi_files = glob.glob("test/generated/**/*.pyi", recursive=True)
assert len(pyi_files) == 19 # Should be higher - because grpc files generate extra pyis
failure_check_results = []
for fn in proto_files:
assert fn.endswith(".proto")
fn_split = fn.split(os.sep) # Eg. [proto, testproto, dot.com, test.proto]
assert fn_split[-1].endswith(".proto")
last = fn_split[-1][: -len(".proto")] + "_pb2.pyi" # Eg [test_pb2.proto]
components = fn_split[1:-1] # Eg. [testproto, dot.com]
components = [c.replace(".", os.sep) for c in components] # Eg. [testproto, dot/com]
components.append(last) # Eg. [testproto, dot/com, test_pb2.proto]
output = os.path.join("test", "generated", *components)
assert os.path.exists(output)
failure_check_results.append(output)
if "grpc" in components:
grpc_output = output[:-4] + "_grpc.pyi"
assert os.path.exists(grpc_output)
failure_check_results.append(grpc_output)
# Make sure we checked everything
assert len(failure_check_results) == len(pyi_files)
def test_generate_negative_matches() -> None:
"""Confirm that the test_negative expected file matches an error for each line"""
def grab_errors(filename: str) -> Generator[Tuple[str, int], None, None]:
for line in open(filename).readlines():
if _is_summary(line):
continue
parts = line.split(":")
yield parts[0], int(parts[1])
def grab_expectations(filename: str, marker: str) -> Generator[Tuple[str, int], None, None]:
for idx, line in enumerate(open(filename).readlines()):
if "#" in line and marker in line:
yield filename, idx + 1
errors_38 = set(grab_errors("test_negative/output.expected.3.8"))
expected_errors_38 = set(grab_expectations("test_negative/negative.py", "E:3.8"))
assert errors_38 == expected_errors_38
# Some sanity checks to make sure we don't mess this up. Please update as necessary.
assert len(errors_38) == 77
def test_func() -> None:
s = Simple1(a_string="hello")
s = Simple1()
s.a_string = "Hello"
s.a_repeated_string.append("Hello")
s2 = Simple1.FromString(s.SerializeToString())
assert s2.a_string == "Hello"
assert s2.A_STRING_FIELD_NUMBER == 1
assert s2.USER_ID_FIELD_NUMBER == 21
s3 = Simple1()
s3.ParseFromString(s.SerializeToString())
assert s3.a_string == "Hello"
s4 = Simple1()
s4.CopyFrom(s)
assert s4.a_string == "Hello"
ll = lower2()
ll.upper.Lower.a = 2
assert ll == lower2(upper=Upper(Lower=lower(a=2)))
def test_enum() -> None:
e = FOO
e = OuterEnum.Value("BAR")
assert OuterEnum.Value("BAR") == 2
assert OuterEnum.Name(e) == "BAR"
assert OuterEnum.keys() == ["FOO", "BAR"]
assert OuterEnum.values() == [1, 2]
assert OuterEnum.items() == [("FOO", 1), ("BAR", 2)]
# Make sure we can assure typing with a couple of techniques
e2: test_pb2.OuterEnum.ValueType = OuterEnum.Value("BAR")
assert OuterEnum.Name(e2) == "BAR"
e3: OuterEnum.ValueType = OuterEnum.Value("BAR")
assert OuterEnum.Name(e3) == "BAR"
e4: int = OuterEnum.Value("BAR")
print(e4)
assert OuterEnum.Name(e2) == "BAR"
# Legacy .V type
e5: OuterEnum.V = OuterEnum.Value("BAR")
print(e5)
assert OuterEnum.Name(e3) == "BAR"
# Protobuf itself allows both str and bytes here.
if CPP_IMPL:
assert OuterEnum.Value("BAR") == OuterEnum.Value(b"BAR")
def test_enum_naming_conflicts() -> None:
assert NamingConflicts.Name(NamingConflicts_Name) == "Name"
assert NamingConflicts.Value("Name") == 1
assert NamingConflicts_Name == 1
def test_has_field_proto2() -> None:
"""For HasField which is typed with Literal"""
s = Simple1()
s.a_string = "Hello"
# Proto2 tests
assert s.HasField("a_string")
assert not s.HasField("a_inner")
assert not s.HasField("a_enum")
assert not s.HasField("a_oneof")
# Erase the types to verify that incorrect inputs fail at runtime
# Each test here should be duplicated in test_negative to ensure mypy fails it too
if CPP_IMPL:
s_untyped: Any = s
with pytest.raises(ValueError, match="Protocol message Simple1 has no field garbage."):
s_untyped.HasField("garbage")
with pytest.raises(
ValueError,
match='Protocol message Simple1 has no singular "a_repeated_string" field',
):
s_untyped.HasField("a_repeated_string")
with pytest.raises(TypeError, match="bad argument type for built-in operation"):
s_untyped.HasField(b"a_string")
none_err = "bad argument type for built-in operation"
with pytest.raises(TypeError, match=none_err):
s_untyped.HasField(None)
def test_has_field_proto3() -> None:
s = SimpleProto3()
assert not s.HasField("outer_message")
assert not s.HasField("a_oneof")
assert not s.HasField("an_optional_string")
# synthetic oneof from optional field, see https://github.com/protocolbuffers/protobuf/blob/v3.12.0/docs/implementing_proto3_presence.md#updating-a-code-generator
assert not s.HasField("_an_optional_string")
s = SimpleProto3(an_optional_string=None)
assert not s.HasField("an_optional_string")
# synthetic oneof from optional field
assert not s.HasField("_an_optional_string")
s = SimpleProto3(an_optional_string="")
assert s.HasField("an_optional_string")
# synthetic oneof from optional field
assert s.HasField("_an_optional_string")
# Erase the types to verify that incorrect inputs fail at runtime
# Each test here should be duplicated in test_negative to ensure mypy fails it too
if CPP_IMPL:
s_untyped: Any = s
with pytest.raises(ValueError, match="Protocol message SimpleProto3 has no field garbage."):
s_untyped.HasField("garbage")
with pytest.raises(
ValueError,
match='Can\'t test non-optional, non-submessage field "SimpleProto3.a_string" for presence in proto3.',
):
s_untyped.HasField("a_string")
with pytest.raises(
ValueError,
match='Can\'t test non-optional, non-submessage field "SimpleProto3.a_outer_enum" for presence in proto3.',
):
s_untyped.HasField("a_outer_enum")
with pytest.raises(
ValueError,
match='Protocol message SimpleProto3 has no singular "a_repeated_string" field',
):
s_untyped.HasField("a_repeated_string")
with pytest.raises(TypeError, match="bad argument type for built-in operation"):
s_untyped.HasField(b"outer_message")
none_err = "bad argument type for built-in operation"
with pytest.raises(TypeError, match=none_err):
s_untyped.HasField(None)
def test_clear_field_proto2() -> None:
"""For ClearField which is typed with Literal"""
s = Simple1()
s.a_string = "Hello"
# Proto2 tests
s.ClearField("a_string")
s.ClearField("a_inner")
s.ClearField("a_repeated_string")
s.ClearField("a_oneof")
if CPP_IMPL:
s.ClearField(b"a_string")
# Erase the types to verify that incorrect inputs fail at runtime
# Each test here should be duplicated in test_negative to ensure mypy fails it too
s_untyped: Any = s
with pytest.raises(ValueError, match='Protocol message has no "garbage" field.'):
s_untyped.ClearField("garbage")
def test_clear_field_proto3() -> None:
"""For ClearField which is typed with Literal"""
s = SimpleProto3()
s.a_string = "Hello"
# Proto2 tests
s.ClearField("a_string")
s.ClearField("a_outer_enum")
s.ClearField("outer_message")
s.ClearField("a_repeated_string")
s.ClearField("a_oneof")
if CPP_IMPL:
s.ClearField(b"a_string")
s.ClearField("an_optional_string")
# synthetic oneof from optional field
s.ClearField("_an_optional_string")
# Erase the types to verify that incorrect inputs fail at runtime
# Each test here should be duplicated in test_negative to ensure mypy fails it too
s_untyped: Any = s
if CPP_IMPL:
with pytest.raises(ValueError, match='Protocol message has no "garbage" field.'):
s_untyped.ClearField("garbage")
def test_which_oneof_proto2() -> None:
s = Simple1()
assert s.WhichOneof("a_oneof") is None
s.a_oneof_1 = "hello"
assert s.WhichOneof("a_oneof") == "a_oneof_1"
if CPP_IMPL:
assert s.WhichOneof(b"a_oneof") == "a_oneof_1"
assert type(s.WhichOneof("a_oneof")) == str
field = s.WhichOneof("a_oneof")
assert field is not None
assert s.HasField(field)
# Erase the types to verify that incorrect inputs fail at runtime
# Each test here should be duplicated in test_negative to ensure mypy fails it too
s_untyped: Any = s
with pytest.raises(ValueError, match='Protocol message Simple1 has no "garbage" field.'):
s_untyped.WhichOneof("garbage")
def test_which_oneof_proto3() -> None:
s = SimpleProto3()
assert s.WhichOneof("a_oneof") is None
s.a_oneof_1 = "hello"
s.b_oneof_1 = "world"
assert s.WhichOneof("a_oneof") == "a_oneof_1"
if CPP_IMPL:
assert s.WhichOneof(b"a_oneof") == "a_oneof_1"
assert type(s.WhichOneof("a_oneof")) == str
field_a = s.WhichOneof("a_oneof")
assert field_a is not None
assert s.HasField(field_a)
field_b = s.WhichOneof("b_oneof")
assert field_b is not None
assert s.HasField(field_b)
# synthetic oneof from optional field
assert s.WhichOneof("_an_optional_string") is None
s.an_optional_string = "foo"
field_aos = s.WhichOneof("_an_optional_string")
assert field_aos is not None
assert s.HasField(field_aos)
# Erase the types to verify that incorrect inputs fail at runtime
# Each test here should be duplicated in test_negative to ensure mypy fails it too
s_untyped: Any = s
with pytest.raises(ValueError, match='Protocol message SimpleProto3 has no "garbage" field.'):
s_untyped.WhichOneof("garbage")
def test_extensions_proto2() -> None:
s1 = Simple1()
s2 = Simple2()
assert isinstance(Extensions1.ext, FieldDescriptor)
assert test_pb2.Extensions1.EXT_FIELD_NUMBER == 1000
assert isinstance(Extensions2.foo, FieldDescriptor)
assert isinstance(SeparateFileExtension.ext, FieldDescriptor)
assert s1.HasExtension(Extensions1.ext) is False
s1.ClearExtension(Extensions1.ext)
e1 = s1.Extensions[Extensions1.ext]
e1.ext1_string = "first extension"
assert isinstance(e1, Extensions1)
e2 = s1.Extensions[Extensions2.foo]
e2.flag = True
assert isinstance(e2, Extensions2)
e3 = s2.Extensions[SeparateFileExtension.ext]
e3.flag = True
assert isinstance(e3, SeparateFileExtension)
del s1.Extensions[Extensions2.foo]
# Using __iter__, x is a FieldDescriptor but the type of the message that
# s1.Extensions[x] yields is unknown (it could be any of the extension messages).
# Hence, s1.Extensions[x] is typed as Any.
for x in s1.Extensions:
assert isinstance(x, FieldDescriptor)
assert x.is_extension
y = s1.Extensions[x]
assert y.ext1_string == "first extension"
assert Extensions1.ext in s1.Extensions
assert len(s2.Extensions) == 1
def test_extensions_proto3() -> None:
assert MessageOptionsTestMsg.DESCRIPTOR.GetOptions().Extensions[scalar_option] == "Hello world!"
assert SCALAR_OPTION_FIELD_NUMBER == 51234
assert MessageOptionsTestMsg.DESCRIPTOR.GetOptions().Extensions[repeated_scalar_option] == ["A", "B", "C"]
assert MessageOptionsTestMsg.DESCRIPTOR.GetOptions().Extensions[enum_option] == FOO3
assert MessageOptionsTestMsg.DESCRIPTOR.GetOptions().Extensions[repeated_enum_option] == [FOO3, BAR3]
assert MessageOptionsTestMsg.DESCRIPTOR.GetOptions().Extensions[msg_option] == OuterMessage3(a_string="Hello OuterMessage3")
assert list(MessageOptionsTestMsg.DESCRIPTOR.GetOptions().Extensions[repeated_msg_option]) == [
OuterMessage3(a_string="Hello OuterMessage3 A"),
OuterMessage3(a_string="Hello OuterMessage3 B"),
]
def test_constructor_proto2() -> None:
x = Simple2() # It's OK to omit a required field from the constructor.
assert not x.HasField("a_string")
x = Simple2(a_string=None) # It's OK to pass None for a required field.
assert not x.HasField("a_string")
x = Simple2(a_string="")
assert x.HasField("a_string")
x = Simple2(a_string="hello")
assert x.HasField("a_string")
def test_constructor_proto3() -> None:
x = SimpleProto3()
assert x.a_string == ""
assert not x.HasField("an_optional_string")
# an_optional_string has optional keyword so None is allowed
x = SimpleProto3(an_optional_string=None)
assert not x.HasField("an_optional_string")
# Field access still returns the 0-value, even though
# the field is not present.
assert x.an_optional_string == ""
x = SimpleProto3(a_string="", an_optional_string="")
assert x.a_string == ""
assert x.HasField("an_optional_string")
assert x.an_optional_string == ""
x = SimpleProto3(a_string="hello", an_optional_string="hello")
assert x.a_string == "hello"
assert x.HasField("an_optional_string")
assert x.an_optional_string == "hello"
def test_message_descriptor_proto2() -> None:
assert Simple1().DESCRIPTOR.full_name == "test.Simple1"
assert Simple1.DESCRIPTOR.full_name == "test.Simple1"
def test_message_descriptor_proto3() -> None:
assert SimpleProto3().DESCRIPTOR.full_name == "test3.SimpleProto3"
assert SimpleProto3.DESCRIPTOR.full_name == "test3.SimpleProto3"
def test_reexport_identical() -> None:
assert SimpleProto3 is ReexportedSimpleProto3
assert FOO3 is ReexportedFOO3
def test_enum_descriptor() -> None:
assert OuterEnum.DESCRIPTOR.name == "OuterEnum"
def test_module_descriptor() -> None:
assert DESCRIPTOR.name == "testproto/test.proto"
def test_mapping_type() -> None:
s = SimpleProto3()
s.map_scalar[5] = "abcd"
assert s.map_scalar[5] == "abcd"
s.map_message[5].a_string = "hi"
assert s.map_message[5] == OuterMessage3(a_string="hi")
assert s.map_message.get_or_create(6) == OuterMessage3()
assert s.map_message[6] == OuterMessage3()
assert s.map_message.get_or_create(6) == OuterMessage3()
SimpleProto3(map_scalar={5: "abcd"}, map_message={5: OuterMessage3(a_string="hi")})
def test_casttype() -> None:
s = Simple1()
assert_type(s.user_id, UserId)
assert_type(s.email, Email)
assert_type(s.email_by_uid, ScalarMap[UserId, Email])
s.user_id = UserId(33)
assert s.user_id == 33
s.email = Email("[email protected]")
assert s.email == "[email protected]"
s.email_by_uid[UserId(33)] = Email("[email protected]")
s2 = SimpleProto3()
assert_type(s2.user_id, UserId)
assert_type(s2.email, Email)
assert_type(s2.email_by_uid, ScalarMap[UserId, Email])
s2.user_id = UserId(33)
assert s2.user_id == 33
s2.email = Email("[email protected]")
assert s2.email == "[email protected]"
s2.email_by_uid[UserId(33)] = Email("[email protected]")
def test_reserved_keywords() -> None:
with pytest.raises(AttributeError, match="module.*has no attribute 'asdf'"):
getattr(test_pb2, "asdf") # noqa: B009
# Confirm that "None" is a Message
none_cls: Type[test_pb2._r_None] = getattr(test_pb2, "None")
none_instance = none_cls(valid=5)
assert isinstance(none_instance, Message)
# Confirm that messages and enums w/ reserved names type properly
prk = PythonReservedKeywords(none=none_instance, valid=PythonReservedKeywords.valid_in_finally)
assert prk.none.valid == 5
assert prk.valid == PythonReservedKeywords.valid_in_finally