""" 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. """ import copy from datetime import datetime from typing import Any, Iterator, Mapping, MutableMapping, Type from airbyte_protocol import ( AirbyteCatalog, AirbyteConnectionStatus, AirbyteMessage, AirbyteRecordMessage, AirbyteStateMessage, ConfiguredAirbyteCatalog, ConfiguredAirbyteStream, Status, SyncMode, ) from airbyte_protocol import Type as MessageType from .client import BaseClient from .integration import Source from .logger import AirbyteLogger class BaseSource(Source): """Base source that designed to work with clients derived from BaseClient""" client_class: Type[BaseClient] = None @property def name(self) -> str: """Source name""" return self.__class__.__name__ def _get_client(self, config: Mapping): """Construct client""" client = self.client_class(**config) return client def discover(self, logger: AirbyteLogger, config: Mapping[str, Any]) -> AirbyteCatalog: """Discover streams""" client = self._get_client(config) return AirbyteCatalog(streams=[stream for stream in client.streams]) def check(self, logger: AirbyteLogger, config: Mapping[str, Any]) -> AirbyteConnectionStatus: """Check connection""" client = self._get_client(config) alive, error = client.health_check() if not alive: return AirbyteConnectionStatus(status=Status.FAILED, message=str(error)) return AirbyteConnectionStatus(status=Status.SUCCEEDED) def read( self, logger: AirbyteLogger, config: Mapping[str, Any], catalog: ConfiguredAirbyteCatalog, state: MutableMapping[str, Any] = None ) -> Iterator[AirbyteMessage]: state = state or {} client = self._get_client(config) logger.info(f"Starting syncing {self.name}") total_state = copy.deepcopy(state) for configured_stream in catalog.streams: try: yield from self._read_stream(logger=logger, client=client, configured_stream=configured_stream, state=total_state) # TODO: test stream fail except Exception: logger.exception(f"Encountered an exception while reading stream {self.name}") logger.info(f"Finished syncing {self.name}") def _read_stream( self, logger: AirbyteLogger, client: BaseClient, configured_stream: ConfiguredAirbyteStream, state: MutableMapping[str, Any] ): stream_name = configured_stream.stream.name use_incremental = configured_stream.sync_mode == SyncMode.incremental and client.stream_has_state(stream_name) if use_incremental and state.get(stream_name): logger.info(f"Set state of {stream_name} stream to {state.get(stream_name)}") client.set_stream_state(stream_name, state.get(stream_name)) logger.info(f"Syncing {stream_name} stream") for record in client.read_stream(configured_stream.stream): now = int(datetime.now().timestamp()) * 1000 message = AirbyteRecordMessage(stream=stream_name, data=record, emitted_at=now) yield AirbyteMessage(type=MessageType.RECORD, record=message) if use_incremental and client.get_stream_state(stream_name): state[stream_name] = client.get_stream_state(stream_name) # output state object only together with other stream states yield AirbyteMessage(type=MessageType.STATE, state=AirbyteStateMessage(data=state))