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CDK: Test AbstractSource: Check and Discover (#3272)

This commit is contained in:
Sherif A. Nada
2021-05-07 13:11:57 -07:00
committed by GitHub
parent e4d0707781
commit efd429d58f

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# MIT License
#
# Copyright (c) 2020 Airbyte
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
from typing import Any, Callable, Iterable, List, Mapping, Optional, Tuple, Union
import pytest
from airbyte_cdk import AirbyteCatalog, AirbyteConnectionStatus, AirbyteStream, Status, SyncMode
from airbyte_cdk.base_python import AbstractSource, AirbyteLogger, Stream
class MockSource(AbstractSource):
def __init__(self, check_lambda: Callable[[], Tuple[bool, Optional[Any]]] = None, streams: List[Stream] = None):
self._streams = streams
self.check_lambda = check_lambda
def check_connection(self, logger: AirbyteLogger, config: Mapping[str, Any]) -> Tuple[bool, Optional[Any]]:
return self.check_lambda()
def streams(self, config: Mapping[str, Any]) -> List[Stream]:
return self._streams
@pytest.fixture
def logger() -> AirbyteLogger:
return AirbyteLogger()
def test_successful_check():
expected = AirbyteConnectionStatus(status=Status.SUCCEEDED)
assert expected == MockSource(check_lambda=lambda: (True, None)).check(logger, {})
def test_failed_check():
expected = AirbyteConnectionStatus(status=Status.FAILED, message="womp womp")
assert expected == MockSource(check_lambda=lambda: (False, "womp womp")).check(logger, {})
def test_raising_check():
expected = AirbyteConnectionStatus(status=Status.FAILED, message=f"{Exception('this should fail')}")
assert expected == MockSource(check_lambda=lambda: exec('raise Exception("this should fail")')).check(logger, {})
class MockStream(Stream):
def read_records(
self,
sync_mode: SyncMode,
cursor_field: List[str] = None,
stream_slice: Mapping[str, Any] = None,
stream_state: Mapping[str, Any] = None,
) -> Iterable[Mapping[str, Any]]:
pass
@property
def primary_key(self) -> Optional[Union[str, List[str], List[List[str]]]]:
return "pk"
def test_discover(mocker):
airbyte_stream1 = AirbyteStream(
name="1",
json_schema={},
supported_sync_modes=[SyncMode.full_refresh, SyncMode.incremental],
default_cursor_field=["cursor"],
source_defined_cursor=True,
source_defined_primary_key=[["pk"]],
)
airbyte_stream2 = AirbyteStream(name="2", json_schema={}, supported_sync_modes=[SyncMode.full_refresh])
stream1 = MockStream()
stream2 = MockStream()
mocker.patch.object(stream1, "as_airbyte_stream", return_value=airbyte_stream1)
mocker.patch.object(stream2, "as_airbyte_stream", return_value=airbyte_stream2)
expected = AirbyteCatalog(streams=[airbyte_stream1, airbyte_stream2])
src = MockSource(check_lambda=lambda: (True, None), streams=[stream1, stream2])
assert expected == src.discover(logger, {})
def test_read_nonexistent_stream_raises_exception():
pass
def test_valid_fullrefresh_read_no_slices():
pass
def test_valid_full_refresh_read_with_slices():
pass
def test_valid_incremental_read_with_record_interval():
pass
def test_valid_incremental_read_with_no_interval():
pass
def test_valid_incremental_read_with_slices():
pass