61 lines
2.3 KiB
Python
61 lines
2.3 KiB
Python
#
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# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
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#
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import pkgutil
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from typing import Any, List, Mapping, Optional
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import yaml
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from airbyte_cdk.models import AirbyteStateMessage, ConfiguredAirbyteCatalog
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from airbyte_cdk.sources.declarative.concurrent_declarative_source import ConcurrentDeclarativeSource
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from airbyte_cdk.sources.types import ConnectionDefinition
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class YamlDeclarativeSource(ConcurrentDeclarativeSource[List[AirbyteStateMessage]]):
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"""Declarative source defined by a yaml file"""
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def __init__(
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self,
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path_to_yaml: str,
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debug: bool = False,
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catalog: Optional[ConfiguredAirbyteCatalog] = None,
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config: Optional[Mapping[str, Any]] = None,
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state: Optional[List[AirbyteStateMessage]] = None,
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) -> None:
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"""
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:param path_to_yaml: Path to the yaml file describing the source
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"""
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self._path_to_yaml = path_to_yaml
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source_config = self._read_and_parse_yaml_file(path_to_yaml)
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super().__init__(
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catalog=catalog or ConfiguredAirbyteCatalog(streams=[]),
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config=config or {},
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state=state or [],
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source_config=source_config,
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)
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def _read_and_parse_yaml_file(self, path_to_yaml_file: str) -> ConnectionDefinition:
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package = self.__class__.__module__.split(".")[0]
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yaml_config = pkgutil.get_data(package, path_to_yaml_file)
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if yaml_config:
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decoded_yaml = yaml_config.decode()
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return self._parse(decoded_yaml)
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else:
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return {}
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def _emit_manifest_debug_message(self, extra_args: dict[str, Any]) -> None:
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extra_args["path_to_yaml"] = self._path_to_yaml
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self.logger.debug("declarative source created from parsed YAML manifest", extra=extra_args)
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@staticmethod
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def _parse(connection_definition_str: str) -> ConnectionDefinition:
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"""
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Parses a yaml file into a manifest. Component references still exist in the manifest which will be
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resolved during the creating of the DeclarativeSource.
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:param connection_definition_str: yaml string to parse
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:return: The ConnectionDefinition parsed from connection_definition_str
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"""
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return yaml.safe_load(connection_definition_str) # type: ignore # yaml.safe_load doesn't return a type but know it is a Mapping
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