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"""GRPC Hook"""
from typing import Any, Callable, Dict, Generator, List, Optional
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
[docs]class GrpcHook(BaseHook):
"""
General interaction with gRPC servers.
:param grpc_conn_id: The connection ID to use when fetching connection info.
:type grpc_conn_id: str
:param interceptors: a list of gRPC interceptor objects which would be applied
to the connected gRPC channel. None by default.
:type interceptors: a list of gRPC interceptors 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.
:type custom_connection_func: python callable objects that accept the connection as
its only arg. Could be partial or lambda.
"""
[docs] conn_name_attr = 'grpc_conn_id'
[docs] default_conn_name = 'grpc_default'
[docs] hook_name = 'GRPC Connection'
@staticmethod
),
}
def __init__(
self,
grpc_conn_id: str = default_conn_name,
interceptors: Optional[List[Callable]] = None,
custom_connection_func: Optional[Callable] = 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
[docs] 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,\
given value: %s"
% str(auth_type)
)
if self.interceptors:
for interceptor in self.interceptors:
channel = grpc.intercept_channel(channel, interceptor)
return channel
[docs] def run(
self, stub_class: Callable, call_func: str, streaming: bool = False, data: Optional[dict] = 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(), # pylint: disable=no-member
ex.details(), # pylint: disable=no-member
)
raise ex
[docs] 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]