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# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
"""An example Flight Python server."""
import argparse
import ast
import threading
import time
import pyarrow
import pyarrow.flight
class FlightServer(pyarrow.flight.FlightServerBase):
def __init__(self, host="localhost", location=None,
tls_certificates=None, verify_client=False,
root_certificates=None, auth_handler=None):
super(FlightServer, self).__init__(
location, auth_handler, tls_certificates, verify_client,
root_certificates)
self.flights = {}
self.host = host
self.tls_certificates = tls_certificates
@classmethod
def descriptor_to_key(self, descriptor):
return (descriptor.descriptor_type.value, descriptor.command,
tuple(descriptor.path or tuple()))
def _make_flight_info(self, key, descriptor, table):
if self.tls_certificates:
location = pyarrow.flight.Location.for_grpc_tls(
self.host, self.port)
else:
location = pyarrow.flight.Location.for_grpc_tcp(
self.host, self.port)
endpoints = [pyarrow.flight.FlightEndpoint(repr(key), [location]), ]
mock_sink = pyarrow.MockOutputStream()
stream_writer = pyarrow.RecordBatchStreamWriter(
mock_sink, table.schema)
stream_writer.write_table(table)
stream_writer.close()
data_size = mock_sink.size()
return pyarrow.flight.FlightInfo(table.schema,
descriptor, endpoints,
table.num_rows, data_size)
def list_flights(self, context, criteria):
for key, table in self.flights.items():
if key[1] is not None:
descriptor = \
pyarrow.flight.FlightDescriptor.for_command(key[1])
else:
descriptor = pyarrow.flight.FlightDescriptor.for_path(*key[2])
yield self._make_flight_info(key, descriptor, table)
def get_flight_info(self, context, descriptor):
key = FlightServer.descriptor_to_key(descriptor)
if key in self.flights:
table = self.flights[key]
return self._make_flight_info(key, descriptor, table)
raise KeyError('Flight not found.')
def do_put(self, context, descriptor, reader, writer):
key = FlightServer.descriptor_to_key(descriptor)
print(key)
self.flights[key] = reader.read_all()
print(self.flights[key])
def do_get(self, context, ticket):
key = ast.literal_eval(ticket.ticket.decode())
if key not in self.flights:
return None
return pyarrow.flight.RecordBatchStream(self.flights[key])
def list_actions(self, context):
return [
("clear", "Clear the stored flights."),
("shutdown", "Shut down this server."),
]
def do_action(self, context, action):
if action.type == "clear":
raise NotImplementedError(
"{} is not implemented.".format(action.type))
elif action.type == "healthcheck":
pass
elif action.type == "shutdown":
yield pyarrow.flight.Result(pyarrow.py_buffer(b'Shutdown!'))
# Shut down on background thread to avoid blocking current
# request
threading.Thread(target=self._shutdown).start()
else:
raise KeyError("Unknown action {!r}".format(action.type))
def _shutdown(self):
"""Shut down after a delay."""
print("Server is shutting down...")
time.sleep(2)
self.shutdown()
def main():
parser = argparse.ArgumentParser()
parser.add_argument("--host", type=str, default="localhost",
help="Address or hostname to listen on")
parser.add_argument("--port", type=int, default=5005,
help="Port number to listen on")
parser.add_argument("--tls", nargs=2, default=None,
metavar=('CERTFILE', 'KEYFILE'),
help="Enable transport-level security")
parser.add_argument("--verify_client", type=bool, default=False,
help="enable mutual TLS and verify the client if True")
args = parser.parse_args()
tls_certificates = []
scheme = "grpc+tcp"
if args.tls:
scheme = "grpc+tls"
with open(args.tls[0], "rb") as cert_file:
tls_cert_chain = cert_file.read()
with open(args.tls[1], "rb") as key_file:
tls_private_key = key_file.read()
tls_certificates.append((tls_cert_chain, tls_private_key))
location = "{}://{}:{}".format(scheme, args.host, args.port)
server = FlightServer(args.host, location,
tls_certificates=tls_certificates,
verify_client=args.verify_client)
print("Serving on", location)
server.serve()
if __name__ == '__main__':
main()
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