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"sha256:a39c36f4218a5bb668b4f06874d676d35a035ee668e6e7e3538835c703634b84"}, +] + +[package.dependencies] +idna = ">=2.0" +multidict = ">=4.0" +propcache = ">=0.2.0" + +[metadata] +lock-version = "2.0" +python-versions = "^3.8.1" +content-hash = "545d33fa2c463d1af03a21184ea9699f8f88762e064eb4e4b2403d4623e6592e" diff --git a/pyproject.toml b/pyproject.toml index 796fc24..432a55d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -9,7 +9,7 @@ python = "^3.8.1" make-it-sync = "^1.0.0" requests = "^2.25.0" Celery= "^5.4" - +geoip2 = "^4.7.0" [tool.poetry.group.dev] optional = true diff --git a/src/servicex_did_finder_lib/replica_distance_service.py b/src/servicex_did_finder_lib/replica_distance_service.py new file mode 100644 index 0000000..a644d30 --- /dev/null +++ b/src/servicex_did_finder_lib/replica_distance_service.py @@ -0,0 +1,159 @@ +# Copyright (c) 2024, IRIS-HEP +# All rights reserved. +# +# Redistribution and use in source and binary forms, with or without +# modification, are permitted provided that the following conditions are met: +# +# * Redistributions of source code must retain the above copyright notice, this +# list of conditions and the following disclaimer. +# +# * Redistributions in binary form must reproduce the above copyright notice, +# this list of conditions and the following disclaimer in the documentation +# and/or other materials provided with the distribution. +# +# * Neither the name of the copyright holder nor the names of its +# contributors may be used to endorse or promote products derived from +# this software without specific prior written permission. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +# SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +# OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +import logging +import os + +from typing import List, Mapping, Optional, Tuple +from socket import gethostbyname +import math +from functools import lru_cache +import tempfile +from urllib.parse import urlparse +import geoip2.database +import geoip2.errors + +logger = logging.getLogger('ReplicaDistanceService') + + +def _haversine_distance(lat1: float, lon1: float, lat2: float, lon2: float): + ''' Assume inputs are in degrees; will convert to radians. Returns distance in radians ''' + dellat = math.radians(lat2-lat1) + dellon = math.radians(lon2-lon1) + hav_theta = ((1-math.cos(dellat))/2 + + math.cos(math.radians(lat1))*math.cos(math.radians(lat2))*(1-math.cos(dellon))/2) + + return 2*math.asin(math.sqrt(hav_theta)) + + +@lru_cache +def _get_distance(reader: Optional[geoip2.database.Reader], + fqdn: str, my_lat: float, my_lon: float): + """ + Determine angular distance between server at fqdn and (my_lat, my_lon). + If there is a failure of fdqn location lookup, will return pi + """ + if reader is None: + return math.pi + try: + loc_data = reader.city(gethostbyname(fqdn)).location + except geoip2.errors.AddressNotFoundError as e: + logger.warning(f'Cannot geolocate {fqdn}, returning maximum distance.\nError: {e}') + return math.pi + site_lat, site_lon = loc_data.latitude, loc_data.longitude + if site_lat is None or site_lon is None: + return math.pi + return _haversine_distance(site_lat, site_lon, my_lat, my_lon) + + +class ReplicaSorter(object): + _reader: Optional[geoip2.database.Reader] = None + # we keep the temporary directory around so it won't get randomly deleted by the GC + _tmpdir: Optional[tempfile.TemporaryDirectory] = None + + def __init__(self, db_url_tuple: Optional[Tuple[str, bool]] = None): + """ + Argument is an optional tuple of (URL, bool). + The URL is assumed to be a file to download; the bool indicates whether + it is ready to be used (True) or needs unpacking (False) + """ + if db_url_tuple is None: + db_url_tuple = self.get_download_url_from_environment() + self._download_data(db_url_tuple) + + def sort_replicas(self, replicas: List[str], location: Mapping[str, float]) -> List[str]: + """ + Main method of this class. + replicas: list of strings which are the URLs for the replicas for a file + location: dict of the form {'latitude': xxx, 'longitude': yyy} where xxx and yyy are floats + giving the latitude and longitude in signed degrees + """ + if not self._reader: + return replicas + if len(replicas) == 1: + return replicas + fqdns = [(urlparse(replica).hostname, replica) for replica in replicas] + distances = [(_get_distance(self._reader, fqdn, location['latitude'], + location['longitude']), + replica) for fqdn, replica in fqdns] + distances.sort() + return [replica for _, replica in distances] + + @classmethod + def get_download_url_from_key_and_edition(cls, license_key: str, edition: str): + """ + Construct the (url, unpacked) tuple to feed to the constructor from a license key + and an edition of the MaxMind database. + """ + return (('https://download.maxmind.com/app/geoip_download?' + f'edition_id={edition}&license_key={license_key}&suffix=tar.gz'), + False) + + @classmethod + def get_download_url_from_environment(cls) -> Optional[Tuple[str, bool]]: + """ + Based on environment variables, this will give a tuple of the URL and a bool which is + True if the file from the URL is ready to use as is, False if needs to be unpacked + """ + if url := os.environ.get('GEOIP_DB_URL', ''): + return (url, True) + key = os.environ.get('GEOIP_DB_LICENSE_KEY', '') + edition = os.environ.get('GEOIP_DB_EDITION', '') + if (key and edition): + return cls.get_download_url_from_key_and_edition(key, edition) + else: + return None + + def _download_data(self, db_url_tuple: Optional[Tuple[str, bool]]) -> None: + """ + Retrieves and unpacks the MaxMind databases and initializes the GeoIP reader + """ + from urllib.request import urlretrieve + import tarfile + import glob + if db_url_tuple is None: + return + url, unpacked = db_url_tuple + try: + fname, _ = urlretrieve(url) + except Exception as e: + logger.error(f'Failure retrieving GeoIP database {url}.\nError: {e}') + return + try: + if unpacked: + self._reader = geoip2.database.Reader(fname) + else: + tarball = tarfile.open(fname) + self._tmpdir = tempfile.TemporaryDirectory() + tarball.extractall(self._tmpdir.name) + self._reader = geoip2.database.Reader(glob.glob(os.path.join(self._tmpdir.name, + '*/*mmdb') + )[0]) + except Exception as e: + logger.error(f'Failure initializing the GeoIP database reader.\nError: {e}') + self._reader = None + return diff --git a/tests/servicex_did_finder_lib_tests/test_replica_sorter.py b/tests/servicex_did_finder_lib_tests/test_replica_sorter.py new file mode 100644 index 0000000..8f0c663 --- /dev/null +++ b/tests/servicex_did_finder_lib_tests/test_replica_sorter.py @@ -0,0 +1,78 @@ +# Copyright (c) 2024, IRIS-HEP +# All rights reserved. +# +# Redistribution and use in source and binary forms, with or without +# modification, are permitted provided that the following conditions are met: +# +# * Redistributions of source code must retain the above copyright notice, this +# list of conditions and the following disclaimer. +# +# * Redistributions in binary form must reproduce the above copyright notice, +# this list of conditions and the following disclaimer in the documentation +# and/or other materials provided with the distribution. +# +# * Neither the name of the copyright holder nor the names of its +# contributors may be used to endorse or promote products derived from +# this software without specific prior written permission. +# +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +# SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +# OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +GEOIP_URL = 'https://ponyisi.web.cern.ch/public/GeoLite2-City.mmdb' +GEOIP_TGZ_URL = 'https://ponyisi.web.cern.ch/public/GeoLite2-City_20241015.tar.gz' + +# some URLs (real FQDNs, not real file paths) +REPLICAS = ['https://ccxrootdatlas.in2p3.fr:1094//pnfs/DAOD_PHYSLITE.37020764._000004.pool.root.1', + 'root://fax.mwt2.org:1094//DAOD_PHYSLITE.37020764._000004.pool.root.1', + 'root://atlasdcache-kit.gridka.de:1094//DAOD_PHYSLITE.37020764._000004.pool.root.1'] + +SORTED_REPLICAS = ['root://fax.mwt2.org:1094//DAOD_PHYSLITE.37020764._000004.pool.root.1', + 'https://ccxrootdatlas.in2p3.fr:1094//pnfs/DAOD_PHYSLITE.37020764._000004.pool.root.1', # noqa: E501 + 'root://atlasdcache-kit.gridka.de:1094//DAOD_PHYSLITE.37020764._000004.pool.root.1'] # noqa: E501 + +JUNK_REPLICAS = ['https://junk.does.not.exist.org/', + 'root://fax.mwt2.org:1094//pnfs/uchicago.edu/'] +SORTED_JUNK_REPLICAS = ['root://fax.mwt2.org:1094//pnfs/uchicago.edu/', + 'https://junk.does.not.exist.org/'] + +LOCATION = {'latitude': 41.78, 'longitude': -87.7} + + +def test_sorting(): + """Also test unpacking tgz database""" + from servicex_did_finder_lib.replica_distance_service import ReplicaSorter + rs = ReplicaSorter((GEOIP_TGZ_URL, False)) + # Given location (Chicago) replicas should sort US, FR, DE + sorted = rs.sort_replicas(REPLICAS, LOCATION) + assert sorted == SORTED_REPLICAS + # the nonexistent FQDN should sort at end + sorted = rs.sort_replicas(JUNK_REPLICAS, LOCATION) + assert sorted == SORTED_JUNK_REPLICAS + + +def test_envvars(): + """Only tests unpacked DB download""" + from servicex_did_finder_lib.replica_distance_service import ReplicaSorter + import os + os.environ['GEOIP_DB_URL'] = GEOIP_URL + rs = ReplicaSorter() + sorted = rs.sort_replicas(REPLICAS, LOCATION) + assert sorted == SORTED_REPLICAS + del os.environ['GEOIP_DB_URL'] + + +def test_bad_geodb(): + """Tests what happens when we have a bad DB URL""" + from servicex_did_finder_lib.replica_distance_service import ReplicaSorter + rs = ReplicaSorter(('https://junk.does.not.exist.org', False)) + assert rs._reader is None + sorted = rs.sort_replicas(REPLICAS, LOCATION) + assert sorted == REPLICAS