airflow grpc 源码

airflow grpc 代码

文件路径：/airflow/providers/grpc/hooks/grpc.py

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# to you under the Apache License, Version 2.0 (the
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"""GRPC Hook"""
from __future__ import annotations

from typing import Any, Callable, Generator

import grpc
from google import auth as google_auth
from google.auth import jwt as google_auth_jwt
from google.auth.transport import (
    grpc as google_auth_transport_grpc,
    requests as google_auth_transport_requests,
)

from airflow.exceptions import AirflowConfigException
from airflow.hooks.base import BaseHook


class GrpcHook(BaseHook):
    """
    General interaction with gRPC servers.

    :param grpc_conn_id: The connection ID to use when fetching connection info.
    :param interceptors: a list of gRPC interceptor objects which would be applied
        to the connected gRPC channel. None by default.
        Each interceptor should based on or extends the four
        official gRPC interceptors, eg, UnaryUnaryClientInterceptor,
        UnaryStreamClientInterceptor, StreamUnaryClientInterceptor,
        StreamStreamClientInterceptor.
    :param custom_connection_func: The customized connection function to return gRPC channel.
        A callable that accepts the connection as its only arg.
    """

    conn_name_attr = 'grpc_conn_id'
    default_conn_name = 'grpc_default'
    conn_type = 'grpc'
    hook_name = 'GRPC Connection'

    @staticmethod
    def get_connection_form_widgets() -> dict[str, Any]:
        """Returns connection widgets to add to connection form"""
        from flask_appbuilder.fieldwidgets import BS3TextFieldWidget
        from flask_babel import lazy_gettext
        from wtforms import StringField

        return {
            "extra__grpc__auth_type": StringField(
                lazy_gettext('Grpc Auth Type'), widget=BS3TextFieldWidget()
            ),
            "extra__grpc__credential_pem_file": StringField(
                lazy_gettext('Credential Keyfile Path'), widget=BS3TextFieldWidget()
            ),
            "extra__grpc__scopes": StringField(
                lazy_gettext('Scopes (comma separated)'), widget=BS3TextFieldWidget()
            ),
        }

    def __init__(
        self,
        grpc_conn_id: str = default_conn_name,
        interceptors: list[Callable] | None = None,
        custom_connection_func: Callable | None = None,
    ) -> None:
        super().__init__()
        self.grpc_conn_id = grpc_conn_id
        self.conn = self.get_connection(self.grpc_conn_id)
        self.extras = self.conn.extra_dejson
        self.interceptors = interceptors if interceptors else []
        self.custom_connection_func = custom_connection_func

    def get_conn(self) -> grpc.Channel:
        base_url = self.conn.host

        if self.conn.port:
            base_url = base_url + ":" + str(self.conn.port)

        auth_type = self._get_field("auth_type")

        if auth_type == "NO_AUTH":
            channel = grpc.insecure_channel(base_url)
        elif auth_type in {"SSL", "TLS"}:
            credential_file_name = self._get_field("credential_pem_file")
            with open(credential_file_name, "rb") as credential_file:
                creds = grpc.ssl_channel_credentials(credential_file.read())
            channel = grpc.secure_channel(base_url, creds)
        elif auth_type == "JWT_GOOGLE":
            credentials, _ = google_auth.default()
            jwt_creds = google_auth_jwt.OnDemandCredentials.from_signing_credentials(credentials)
            channel = google_auth_transport_grpc.secure_authorized_channel(jwt_creds, None, base_url)
        elif auth_type == "OATH_GOOGLE":
            scopes = self._get_field("scopes").split(",")
            credentials, _ = google_auth.default(scopes=scopes)
            request = google_auth_transport_requests.Request()
            channel = google_auth_transport_grpc.secure_authorized_channel(credentials, request, base_url)
        elif auth_type == "CUSTOM":
            if not self.custom_connection_func:
                raise AirflowConfigException(
                    "Customized connection function not set, not able to establish a channel"
                )
            channel = self.custom_connection_func(self.conn)
        else:
            raise AirflowConfigException(
                "auth_type not supported or not provided, channel cannot be established, "
                f"given value: {str(auth_type)}"
            )

        if self.interceptors:
            for interceptor in self.interceptors:
                channel = grpc.intercept_channel(channel, interceptor)

        return channel

    def run(
        self, stub_class: Callable, call_func: str, streaming: bool = False, data: dict | None = None
    ) -> Generator:
        """Call gRPC function and yield response to caller"""
        if data is None:
            data = {}
        with self.get_conn() as channel:
            stub = stub_class(channel)
            try:
                rpc_func = getattr(stub, call_func)
                response = rpc_func(**data)
                if not streaming:
                    yield response
                else:
                    yield from response
            except grpc.RpcError as ex:
                self.log.exception(
                    "Error occurred when calling the grpc service: %s, method: %s \
                    status code: %s, error details: %s",
                    stub.__class__.__name__,
                    call_func,
                    ex.code(),
                    ex.details(),
                )
                raise ex

    def _get_field(self, field_name: str) -> str:
        """
        Fetches a field from extras, and returns it. This is some Airflow
        magic. The grpc hook type adds custom UI elements
        to the hook page, which allow admins to specify scopes, credential pem files, etc.
        They get formatted as shown below.
        """
        full_field_name = f'extra__grpc__{field_name}'
        return self.extras[full_field_name]

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