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kind: Fixes | ||
body: Make invocation contexts more reliable in testing scenarios. | ||
time: 2024-02-06T16:02:31.81842-05:00 | ||
custom: | ||
Author: peterallenwebb | ||
Issue: "52" |
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version = "0.1.3" | ||
version = "0.1.4" |
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import re | ||
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import pytest | ||
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from dbt_common.events import types | ||
from dbt_common.events.base_types import msg_from_base_event | ||
from dbt_common.events.base_types import ( | ||
BaseEvent, | ||
DebugLevel, | ||
DynamicLevel, | ||
ErrorLevel, | ||
InfoLevel, | ||
TestLevel, | ||
WarnLevel, | ||
) | ||
from dbt_common.events.functions import msg_to_dict, msg_to_json | ||
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# takes in a class and finds any subclasses for it | ||
def get_all_subclasses(cls): | ||
all_subclasses = [] | ||
for subclass in cls.__subclasses__(): | ||
if subclass not in [TestLevel, DebugLevel, WarnLevel, InfoLevel, ErrorLevel, DynamicLevel]: | ||
all_subclasses.append(subclass) | ||
all_subclasses.extend(get_all_subclasses(subclass)) | ||
return set(all_subclasses) | ||
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class TestEventCodes: | ||
# checks to see if event codes are duplicated to keep codes singluar and clear. | ||
# also checks that event codes follow correct namming convention ex. E001 | ||
def test_event_codes(self): | ||
all_concrete = get_all_subclasses(BaseEvent) | ||
all_codes = set() | ||
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for event_cls in all_concrete: | ||
code = event_cls.code(event_cls) | ||
# must be in the form 1 capital letter, 3 digits | ||
assert re.match("^[A-Z][0-9]{3}", code) | ||
# cannot have been used already | ||
assert ( | ||
code not in all_codes | ||
), f"{code} is assigned more than once. Check types.py for duplicates." | ||
all_codes.add(code) | ||
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class TestEventJSONSerialization: | ||
"""Attempts to test that every event is serializable to json. | ||
event types that take `Any` are not possible to test in this way since some will serialize | ||
just fine and others won't. | ||
""" | ||
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SAMPLE_VALUES = [ | ||
# N.B. Events instantiated here include the module prefix in order to | ||
# avoid having the entire list twice in the code. | ||
# M - Deps generation ====================== | ||
types.RetryExternalCall(attempt=0, max=0), | ||
types.RecordRetryException(exc=""), | ||
# Z - misc ====================== | ||
types.SystemCouldNotWrite(path="", reason="", exc=""), | ||
types.SystemExecutingCmd(cmd=[""]), | ||
types.SystemStdOut(bmsg=str(b"")), | ||
types.SystemStdErr(bmsg=str(b"")), | ||
types.SystemReportReturnCode(returncode=0), | ||
types.Formatting(), | ||
types.Note(msg="This is a note."), | ||
] | ||
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def test_all_serializable(self): | ||
all_non_abstract_events = set( | ||
get_all_subclasses(BaseEvent), | ||
) | ||
all_event_values_list = list(map(lambda x: x.__class__, self.SAMPLE_VALUES)) | ||
diff = all_non_abstract_events.difference(set(all_event_values_list)) | ||
assert ( | ||
not diff | ||
), f"{diff}test is missing concrete values in `SAMPLE_VALUES`. Please add the values for the aforementioned event classes" | ||
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# make sure everything in the list is a value not a type | ||
for event in self.SAMPLE_VALUES: | ||
assert not isinstance(event, type) | ||
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# if we have everything we need to test, try to serialize everything | ||
count = 0 | ||
for event in self.SAMPLE_VALUES: | ||
msg = msg_from_base_event(event) | ||
print(f"--- msg: {msg.info.name}") | ||
# Serialize to dictionary | ||
try: | ||
msg_to_dict(msg) | ||
except Exception as e: | ||
raise Exception( | ||
f"{event} can not be converted to a dict. Originating exception: {e}" | ||
) | ||
# Serialize to json | ||
try: | ||
msg_to_json(msg) | ||
except Exception as e: | ||
raise Exception(f"{event} is not serializable to json. Originating exception: {e}") | ||
# Serialize to binary | ||
try: | ||
msg.SerializeToString() | ||
except Exception as e: | ||
raise Exception( | ||
f"{event} is not serializable to binary protobuf. Originating exception: {e}" | ||
) | ||
count += 1 | ||
print(f"--- Found {count} events") | ||
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def test_bad_serialization(): | ||
"""Tests that bad serialization enters the proper exception handling | ||
When pytest is in use the exception handling of `BaseEvent` raises an | ||
exception. When pytest isn't present, it fires a Note event. Thus to test | ||
that bad serializations are properly handled, the best we can do is test | ||
that the exception handling path is used. | ||
""" | ||
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with pytest.raises(Exception) as excinfo: | ||
types.Note(param_event_doesnt_have="This should break") | ||
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assert ( | ||
str(excinfo.value) | ||
== "[Note]: Unable to parse dict {'param_event_doesnt_have': 'This should break'}" | ||
) |
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from dbt_common.events.functions import msg_to_dict, msg_to_json, reset_metadata_vars | ||
from dbt_common.events import types_pb2 | ||
from dbt_common.events.base_types import msg_from_base_event | ||
from dbt_common.events.types import RetryExternalCall | ||
from google.protobuf.json_format import MessageToDict | ||
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info_keys = { | ||
"name", | ||
"code", | ||
"msg", | ||
"level", | ||
"invocation_id", | ||
"pid", | ||
"thread", | ||
"ts", | ||
"extra", | ||
"category", | ||
} | ||
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def test_events(): | ||
# M020 event | ||
event_code = "M020" | ||
event = RetryExternalCall(attempt=3, max=5) | ||
msg = msg_from_base_event(event) | ||
msg_dict = msg_to_dict(msg) | ||
msg_json = msg_to_json(msg) | ||
serialized = msg.SerializeToString() | ||
assert "Retrying external call. Attempt: 3" in str(serialized) | ||
assert set(msg_dict.keys()) == {"info", "data"} | ||
assert set(msg_dict["data"].keys()) == {"attempt", "max"} | ||
assert set(msg_dict["info"].keys()) == info_keys | ||
assert msg_json | ||
assert msg.info.code == event_code | ||
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# Extract EventInfo from serialized message | ||
generic_msg = types_pb2.GenericMessage() | ||
generic_msg.ParseFromString(serialized) | ||
assert generic_msg.info.code == event_code | ||
# get the message class for the real message from the generic message | ||
message_class = getattr(types_pb2, f"{generic_msg.info.name}Msg") | ||
new_msg = message_class() | ||
new_msg.ParseFromString(serialized) | ||
assert new_msg.info.code == msg.info.code | ||
assert new_msg.data.attempt == msg.data.attempt | ||
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def test_extra_dict_on_event(monkeypatch): | ||
monkeypatch.setenv("DBT_ENV_CUSTOM_ENV_env_key", "env_value") | ||
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reset_metadata_vars() | ||
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event_code = "M020" | ||
event = RetryExternalCall(attempt=3, max=5) | ||
msg = msg_from_base_event(event) | ||
msg_dict = msg_to_dict(msg) | ||
assert set(msg_dict["info"].keys()) == info_keys | ||
extra_dict = {"env_key": "env_value"} | ||
assert msg.info.extra == extra_dict | ||
serialized = msg.SerializeToString() | ||
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# Extract EventInfo from serialized message | ||
generic_msg = types_pb2.GenericMessage() | ||
generic_msg.ParseFromString(serialized) | ||
assert generic_msg.info.code == event_code | ||
# get the message class for the real message from the generic message | ||
message_class = getattr(types_pb2, f"{generic_msg.info.name}Msg") | ||
new_msg = message_class() | ||
new_msg.ParseFromString(serialized) | ||
new_msg_dict = MessageToDict(new_msg) | ||
assert new_msg_dict["info"]["extra"] == msg.info.extra | ||
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# clean up | ||
reset_metadata_vars() |