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# | ||
# ICRAR - International Centre for Radio Astronomy Research | ||
# (c) UWA - The University of Western Australia, 2015 | ||
# Copyright by UWA (in the framework of the ICRAR) | ||
# All rights reserved | ||
# | ||
# This library is free software; you can redistribute it and/or | ||
# modify it under the terms of the GNU Lesser General Public | ||
# License as published by the Free Software Foundation; either | ||
# version 2.1 of the License, or (at your option) any later version. | ||
# | ||
# This library is distributed in the hope that it will be useful, | ||
# but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU | ||
# Lesser General Public License for more details. | ||
# | ||
# You should have received a copy of the GNU Lesser General Public | ||
# License along with this library; if not, write to the Free Software | ||
# Foundation, Inc., 59 Temple Place, Suite 330, Boston, | ||
# MA 02111-1307 USA | ||
# | ||
import hashlib | ||
from io import BytesIO | ||
import logging | ||
from typing import Optional | ||
|
||
import pyarrow | ||
import pyarrow.flight as paf | ||
import pyarrow.plasma as plasma | ||
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logger = logging.getLogger(__name__) | ||
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class PlasmaFlightClient(): | ||
def __init__(self, socket: str, scheme: str = "grpc+tcp", connection_args={}): | ||
""" | ||
Args: | ||
socket (str): The socket of the local plasma store | ||
scheme (str, optional): [description]. Defaults to "grpc+tcp". | ||
connection_args (dict, optional): [description]. Defaults to {}. | ||
""" | ||
self.plasma_client = plasma.connect(socket) | ||
self._scheme = scheme | ||
self._connection_args = connection_args | ||
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def list_flights(self, location: str): | ||
flight_client = paf.FlightClient( | ||
f"{self._scheme}://{location}", **self._connection_args) | ||
return flight_client.list_flights() | ||
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def get_flight(self, object_id: plasma.ObjectID, location: Optional[str]) -> paf.FlightStreamReader: | ||
descriptor = paf.FlightDescriptor.for_path(object_id.binary().hex().encode('utf-8')) | ||
if location is not None: | ||
logger.debug(f"connecting to {self._scheme}://{location} with descriptor {descriptor}") | ||
flight_client = paf.FlightClient(f"{self._scheme}://{location}", **self._connection_args) | ||
info = flight_client.get_flight_info(descriptor) | ||
for endpoint in info.endpoints: | ||
logger.debug(f"using endpoint locations {endpoint.locations}") | ||
return flight_client.do_get(endpoint.ticket) | ||
else: | ||
raise Exception("Location required") | ||
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def put(self, data: memoryview, object_id: plasma.ObjectID): | ||
self.plasma_client.put_raw_buffer(data, object_id) | ||
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def get(self, object_id: plasma.ObjectID, owner: Optional[str] = None) -> memoryview: | ||
logger.debug(f"PlasmaFlightClient Get {object_id}") | ||
if self.plasma_client.contains(object_id): | ||
# first check if the local store contains the object | ||
[buf] = self.plasma_client.get_buffers([object_id]) | ||
return memoryview(buf) | ||
elif owner is not None: | ||
# fetch from the specified owner | ||
reader = self.get_flight(object_id, owner) | ||
table = reader.read_all() | ||
output = BytesIO(table.column(0)[0].as_py()).getbuffer() | ||
# cache output | ||
self.put(output, object_id) | ||
return output | ||
else: | ||
raise KeyError("ObjectID not found", object_id) | ||
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def exists(self, object_id: plasma.ObjectID, owner: Optional[str] = None) -> bool: | ||
# check cache | ||
if self.plasma_client.contains(object_id): | ||
return True | ||
# check remote | ||
if owner is not None: | ||
client = paf.FlightClient(f"{self._scheme}://{owner}", **self._connection_args) | ||
try: | ||
info = client.get_flight_info(paf.FlightDescriptor.for_path(object_id.binary().hex().encode('utf-8'))) | ||
return True | ||
except: | ||
return False | ||
return False |
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