# # Copyright (c) 2022 Airbyte, Inc., all rights reserved. # from unittest import mock from unittest.mock import MagicMock, call from airbyte_cdk.models import AirbyteLogMessage, AirbyteTraceMessage, Level, SyncMode, TraceType from airbyte_cdk.sources.declarative.declarative_stream import DeclarativeStream from airbyte_cdk.sources.declarative.transformations import RecordTransformation def test_declarative_stream(): name = "stream" primary_key = "pk" cursor_field = ["created_at"] schema_loader = MagicMock() json_schema = {"name": {"type": "string"}} schema_loader.get_json_schema.return_value = json_schema state = MagicMock() records = [ {"pk": 1234, "field": "value"}, {"pk": 4567, "field": "different_value"}, AirbyteLogMessage(level=Level.INFO, message="This is a log message"), AirbyteTraceMessage(type=TraceType.ERROR, emitted_at=12345), ] stream_slices = [ {"date": "2021-01-01"}, {"date": "2021-01-02"}, {"date": "2021-01-03"}, ] checkpoint_interval = 1000 retriever = MagicMock() retriever.state = state retriever.read_records.return_value = records retriever.stream_slices.return_value = stream_slices no_op_transform = mock.create_autospec(spec=RecordTransformation) no_op_transform.transform = MagicMock(side_effect=lambda record, config, stream_slice, stream_state: record) transformations = [no_op_transform] config = {"api_key": "open_sesame"} stream = DeclarativeStream( name=name, primary_key=primary_key, stream_cursor_field=cursor_field, schema_loader=schema_loader, retriever=retriever, config=config, transformations=transformations, checkpoint_interval=checkpoint_interval, options={}, ) assert stream.name == name assert stream.get_json_schema() == json_schema assert stream.state == state input_slice = stream_slices[0] assert list(stream.read_records(SyncMode.full_refresh, cursor_field, input_slice, state)) == records assert stream.primary_key == primary_key assert stream.cursor_field == cursor_field assert stream.stream_slices(sync_mode=SyncMode.incremental, cursor_field=cursor_field, stream_state=None) == stream_slices assert stream.state_checkpoint_interval == checkpoint_interval for transformation in transformations: assert len(transformation.transform.call_args_list) == len(records) expected_calls = [ call(record, config=config, stream_slice=input_slice, stream_state=state) for record in records if isinstance(record, dict) ] transformation.transform.assert_has_calls(expected_calls, any_order=False)