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test_data_classes.py
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import base64
import datetime
import json
import pytest
from aws_lambda_powertools.utilities.data_classes import APIGatewayProxyEventV2
from aws_lambda_powertools.utilities.data_classes.api_gateway_authorizer_event import (
parse_api_gateway_arn,
)
from aws_lambda_powertools.utilities.data_classes.appsync.scalar_types_utils import (
_formatted_time,
aws_date,
aws_datetime,
aws_time,
aws_timestamp,
make_id,
)
from aws_lambda_powertools.utilities.data_classes.common import (
BaseProxyEvent,
DictWrapper,
)
from aws_lambda_powertools.utilities.data_classes.event_source import event_source
def test_dict_wrapper_equals():
class DataClassSample(DictWrapper):
@property
def message(self) -> str:
return self.get("message")
data1 = {"message": "foo1"}
data2 = {"message": "foo2"}
assert DataClassSample(data1) == DataClassSample(data1)
assert DataClassSample(data1) != DataClassSample(data2)
# Comparing against a dict should not be equals
assert DataClassSample(data1) != data1
assert data1 != DataClassSample(data1)
assert DataClassSample(data1) is not data1
assert data1 is not DataClassSample(data1)
assert DataClassSample(data1).raw_event is data1
def test_dict_wrapper_with_default_custom_json_deserializer():
class DataClassSample(DictWrapper):
@property
def json_body(self) -> dict:
return self._json_deserializer(self["body"])
data = {"body": '{"message": "foo1"}'}
event = DataClassSample(data=data)
assert event.json_body == json.loads(data["body"])
def test_dict_wrapper_with_valid_custom_json_deserializer():
class DataClassSample(DictWrapper):
@property
def json_body(self) -> dict:
return self._json_deserializer(self["body"])
def fake_json_deserializer(record: dict):
return json.loads(record)
data = {"body": '{"message": "foo1"}'}
event = DataClassSample(data=data, json_deserializer=fake_json_deserializer)
assert event.json_body == json.loads(data["body"])
def test_dict_wrapper_with_invalid_custom_json_deserializer():
class DataClassSample(DictWrapper):
@property
def json_body(self) -> dict:
return self._json_deserializer(self["body"])
def fake_json_deserializer() -> None:
# invalid fn signature should raise TypeError
pass
data = {"body": {"message": "foo1"}}
with pytest.raises(TypeError):
event = DataClassSample(data=data, json_deserializer=fake_json_deserializer)
assert event.json_body == {"message": "foo1"}
def test_dict_wrapper_implements_mapping():
class DataClassSample(DictWrapper):
pass
data = {"message": "foo1"}
event_source = DataClassSample(data)
assert len(event_source) == len(data)
assert list(event_source) == list(data)
assert event_source.keys() == data.keys()
assert list(event_source.values()) == list(data.values())
assert event_source.items() == data.items()
def test_dict_wrapper_str_no_property():
"""
Checks that the _properties function returns
only the "raw_event", and the resulting string
notes it as sensitive.
"""
class DataClassSample(DictWrapper):
attribute = None
def function(self) -> None:
pass
event_source = DataClassSample({})
assert str(event_source) == "{'raw_event': '[SENSITIVE]'}"
def test_dict_wrapper_str_single_property():
"""
Checks that the _properties function returns
the defined property "data_property", and
resulting string includes the property value.
"""
class DataClassSample(DictWrapper):
attribute = None
def function(self) -> None:
pass
@property
def data_property(self) -> str:
return "value"
event_source = DataClassSample({})
assert str(event_source) == "{'data_property': 'value', 'raw_event': '[SENSITIVE]'}"
def test_dict_wrapper_str_property_exception():
"""
Check the recursive _str_helper function handles
exceptions that may occur when accessing properties
"""
class DataClassSample(DictWrapper):
attribute = None
def function(self) -> None:
pass
@property
def data_property(self):
raise Exception()
event_source = DataClassSample({})
assert str(event_source) == "{'data_property': '[Cannot be deserialized]', 'raw_event': '[SENSITIVE]'}"
def test_dict_wrapper_str_property_list_exception():
"""
Check that _str_helper properly handles exceptions
that occur when recursively working through items
in a list property.
"""
class BrokenDataClass(DictWrapper):
@property
def broken_data_property(self):
raise Exception()
class DataClassSample(DictWrapper):
attribute = None
def function(self) -> None:
pass
@property
def data_property(self) -> list:
return ["string", 0, 0.0, BrokenDataClass({})]
event_source = DataClassSample({})
event_str = (
"{'data_property': ['string', 0, 0.0, {'broken_data_property': "
"'[Cannot be deserialized]', 'raw_event': '[SENSITIVE]'}], 'raw_event': '[SENSITIVE]'}"
)
assert str(event_source) == event_str
def test_dict_wrapper_str_recursive_property():
"""
Check that the _str_helper function recursively
handles Data Classes within Data Classes
"""
class DataClassTerminal(DictWrapper):
attribute = None
def function(self) -> None:
pass
@property
def terminal_property(self) -> str:
return "end-recursion"
class DataClassRecursive(DictWrapper):
attribute = None
def function(self) -> None:
pass
@property
def data_property(self) -> DataClassTerminal:
return DataClassTerminal({})
event_source = DataClassRecursive({})
assert (
str(event_source) == "{'data_property': {'raw_event': '[SENSITIVE]', 'terminal_property': 'end-recursion'},"
" 'raw_event': '[SENSITIVE]'}"
)
def test_dict_wrapper_sensitive_properties_property():
"""
Checks that the _str_helper function correctly
handles _sensitive_properties
"""
class DataClassSample(DictWrapper):
attribute = None
def function(self) -> None:
pass
_sensitive_properties = ["data_property"]
@property
def data_property(self) -> str:
return "value"
event_source = DataClassSample({})
assert str(event_source) == "{'data_property': '[SENSITIVE]', 'raw_event': '[SENSITIVE]'}"
def test_base_proxy_event_get_query_string_value():
default_value = "default"
set_value = "value"
event = BaseProxyEvent({})
value = event.get_query_string_value("test", default_value)
assert value == default_value
event._data["queryStringParameters"] = {"test": set_value}
value = event.get_query_string_value("test", default_value)
assert value == set_value
value = event.get_query_string_value("unknown", default_value)
assert value == default_value
value = event.get_query_string_value("unknown")
assert value is None
def test_base_proxy_event_get_multi_value_query_string_values():
default_values = ["default_1", "default_2"]
set_values = ["value_1", "value_2"]
event = BaseProxyEvent({})
values = event.get_multi_value_query_string_values("test", default_values)
assert values == default_values
event._data["multiValueQueryStringParameters"] = {"test": set_values}
values = event.get_multi_value_query_string_values("test", default_values)
assert values == set_values
values = event.get_multi_value_query_string_values("unknown", default_values)
assert values == default_values
values = event.get_multi_value_query_string_values("unknown")
assert values is None
def test_base_proxy_event_get_header_value():
default_value = "default"
set_value = "value"
event = BaseProxyEvent({"headers": {}})
value = event.get_header_value("test", default_value)
assert value == default_value
event._data["headers"] = {"test": set_value}
value = event.get_header_value("test", default_value)
assert value == set_value
# Verify that the default look is case insensitive
value = event.get_header_value("Test")
assert value == set_value
value = event.get_header_value("unknown", default_value)
assert value == default_value
value = event.get_header_value("unknown")
assert value is None
def test_base_proxy_event_get_header_value_case_insensitive():
default_value = "default"
set_value = "value"
event = BaseProxyEvent({"headers": {}})
event._data["headers"] = {"Test": set_value}
value = event.get_header_value("test", case_sensitive=True)
assert value is None
value = event.get_header_value("test", default_value=default_value, case_sensitive=True)
assert value == default_value
value = event.get_header_value("Test", case_sensitive=True)
assert value == set_value
value = event.get_header_value("unknown", default_value, case_sensitive=True)
assert value == default_value
value = event.get_header_value("unknown", case_sensitive=True)
assert value is None
def test_base_proxy_event_json_body_key_error():
event = BaseProxyEvent({})
with pytest.raises(KeyError) as ke:
assert not event.json_body
assert str(ke.value) == "'body'"
def test_base_proxy_event_json_body():
data = {"message": "Foo"}
event = BaseProxyEvent({"body": json.dumps(data)})
assert event.json_body == data
assert event.json_body["message"] == "Foo"
def test_base_proxy_event_decode_body_key_error():
event = BaseProxyEvent({})
with pytest.raises(KeyError) as ke:
assert not event.decoded_body
assert str(ke.value) == "'body'"
def test_base_proxy_event_decode_body_encoded_false():
data = "Foo"
event = BaseProxyEvent({"body": data, "isBase64Encoded": False})
assert event.decoded_body == data
def test_base_proxy_event_decode_body_encoded_true():
data = "Foo"
encoded_data = base64.b64encode(data.encode()).decode()
event = BaseProxyEvent({"body": encoded_data, "isBase64Encoded": True})
assert event.decoded_body == data
def test_base_proxy_event_json_body_with_base64_encoded_data():
# GIVEN a base64 encoded json body
data = {"message": "Foo"}
data_str = json.dumps(data)
encoded_data = base64.b64encode(data_str.encode()).decode()
event = BaseProxyEvent({"body": encoded_data, "isBase64Encoded": True})
# WHEN calling json_body
# THEN base64 decode and json load
assert event.json_body == data
def test_make_id():
uuid: str = make_id()
assert isinstance(uuid, str)
assert len(uuid) == 36
def test_aws_date_utc():
date_str = aws_date()
assert isinstance(date_str, str)
assert datetime.datetime.strptime(date_str, "%Y-%m-%dZ")
def test_aws_time_utc():
time_str = aws_time()
assert isinstance(time_str, str)
assert datetime.datetime.strptime(time_str, "%H:%M:%S.%fZ")
def test_aws_datetime_utc():
datetime_str = aws_datetime()
assert datetime.datetime.strptime(datetime_str[:-1] + "000Z", "%Y-%m-%dT%H:%M:%S.%fZ")
def test_format_time_to_milli():
now = datetime.datetime(2024, 4, 23, 16, 26, 34, 123021)
datetime_str = _formatted_time(now, "%H:%M:%S.%f", -12)
assert datetime_str == "04:26:34.123-12:00:00"
def test_aws_timestamp():
timestamp = aws_timestamp()
assert isinstance(timestamp, int)
def test_format_time_positive():
now = datetime.datetime(2022, 1, 22)
datetime_str = _formatted_time(now, "%Y-%m-%d", 8)
assert datetime_str == "2022-01-22+08:00:00"
def test_format_time_negative():
now = datetime.datetime(2022, 1, 22, 14, 22, 33)
datetime_str = _formatted_time(now, "%H:%M:%S", -12)
assert datetime_str == "02:22:33-12:00:00"
def test_reflected_types():
# GIVEN an event_source decorator
@event_source(data_class=APIGatewayProxyEventV2)
def lambda_handler(event: APIGatewayProxyEventV2, _):
# THEN we except the event to be of the pass in data class type
assert isinstance(event, APIGatewayProxyEventV2)
assert event.get_header_value("x-foo") == "Foo"
# WHEN calling the lambda handler
lambda_handler({"headers": {"X-Foo": "Foo"}}, None)
def test_api_gateway_route_arn_parser():
"""Check api gateway route or method arn parsing"""
arn = "arn:aws:execute-api:us-east-1:123456789012:abcdef123/test/GET/request"
details = parse_api_gateway_arn(arn)
assert details.arn == arn
assert details.region == "us-east-1"
assert details.aws_account_id == "123456789012"
assert details.api_id == "abcdef123"
assert details.stage == "test"
assert details.http_method == "GET"
assert details.resource == "request"
arn = "arn:aws:execute-api:us-west-2:123456789012:ymy8tbxw7b/*/GET"
details = parse_api_gateway_arn(arn)
assert details.resource == ""
assert details.arn == arn + "/"