# # Copyright (c) 2022 Airbyte, Inc., all rights reserved. # import json import logging from abc import ABC, abstractmethod from collections import defaultdict from typing import Any, Dict, Iterable, Mapping, MutableMapping from airbyte_cdk.connector import Connector from airbyte_cdk.models import AirbyteCatalog, AirbyteMessage, ConfiguredAirbyteCatalog class Source(Connector, ABC): # can be overridden to change an input state def read_state(self, state_path: str) -> Dict[str, Any]: if state_path: state_obj = json.loads(open(state_path, "r").read()) else: state_obj = {} state = defaultdict(dict, state_obj) return state # can be overridden to change an input catalog def read_catalog(self, catalog_path: str) -> ConfiguredAirbyteCatalog: return ConfiguredAirbyteCatalog.parse_obj(self.read_config(catalog_path)) @abstractmethod def read( self, logger: logging.Logger, config: Mapping[str, Any], catalog: ConfiguredAirbyteCatalog, state: MutableMapping[str, Any] = None ) -> Iterable[AirbyteMessage]: """ Returns a generator of the AirbyteMessages generated by reading the source with the given configuration, catalog, and state. """ @abstractmethod def discover(self, logger: logging.Logger, config: Mapping[str, Any]) -> AirbyteCatalog: """ Returns an AirbyteCatalog representing the available streams and fields in this integration. For example, given valid credentials to a Postgres database, returns an Airbyte catalog where each postgres table is a stream, and each table column is a field. """