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#The MIT License (MIT)
#Copyright (c) 2018 Microsoft Corporation
#Permission is hereby granted, free of charge, to any person obtaining a copy
#of this software and associated documentation files (the "Software"), to deal
#in the Software without restriction, including without limitation the rights
#to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
#copies of the Software, and to permit persons to whom the Software is
#furnished to do so, subject to the following conditions:
#The above copyright notice and this permission notice shall be included in all
#copies or substantial portions of the Software.
#THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
#IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
#FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
#AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
#LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
#OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
#SOFTWARE.
"""Implements the abstraction to resolve target location for geo-replicated DatabaseAccount
with multiple writable and readable locations.
"""
import collections
import time
import azure.cosmos.base as base
import azure.cosmos.documents as documents
import azure.cosmos.http_constants as http_constants
class EndpointOperationType(object):
NoneType = "None"
ReadType = "Read"
WriteType = "Write"
class LocationCache(object):
def current_time_millis(self):
return int(round(time.time() * 1000))
def __init__(self, preferred_locations, default_endpoint, enable_endpoint_discovery,
use_multiple_write_locations, refresh_time_interval_in_ms):
self.preferred_locations = preferred_locations
self.default_endpoint = default_endpoint
self.enable_endpoint_discovery = enable_endpoint_discovery
self.use_multiple_write_locations = use_multiple_write_locations
self.enable_multiple_writable_locations = False
self.write_endpoints = [self.default_endpoint]
self.read_endpoints = [self.default_endpoint]
self.location_unavailability_info_by_endpoint = {}
self.refresh_time_interval_in_ms = refresh_time_interval_in_ms
self.last_cache_update_time_stamp = 0
self.available_read_endpoint_by_locations = {}
self.available_write_endpoint_by_locations = {}
self.available_write_locations = []
self.available_read_locations = []
def check_and_update_cache(self):
if (len(self.location_unavailability_info_by_endpoint) > 0
and self.current_time_millis() - self.last_cache_update_time_stamp > self.refresh_time_interval_in_ms):
self.update_location_cache()
def get_write_endpoints(self):
self.check_and_update_cache()
return self.write_endpoints
def get_read_endpoints(self):
self.check_and_update_cache()
return self.read_endpoints
def get_write_endpoint(self):
return self.get_write_endpoints()[0]
def get_read_endpoint(self):
return self.get_read_endpoints()[0]
def mark_endpoint_unavailable_for_read(self, endpoint):
self.mark_endpoint_unavailable(endpoint, EndpointOperationType.ReadType)
def mark_endpoint_unavailable_for_write(self, endpoint):
self.mark_endpoint_unavailable(endpoint, EndpointOperationType.WriteType)
def perform_on_database_account_read(self, database_account):
self.update_location_cache(database_account._WritableLocations, database_account._ReadableLocations, database_account._EnableMultipleWritableLocations)
def get_ordered_write_endpoints(self):
return self.available_write_locations
def get_ordered_read_endpoints(self):
return self.available_read_locations
def resolve_service_endpoint(self, request):
if request.location_endpoint_to_route:
return request.location_endpoint_to_route
location_index = int(request.location_index_to_route) if request.location_index_to_route else 0
use_preferred_locations = request.use_preferred_locations if request.use_preferred_locations is not None else True
if (not use_preferred_locations or (documents._OperationType.IsWriteOperation(request.operation_type)
and not self.can_use_multiple_write_locations_for_request(request))):
# For non-document resource types in case of client can use multiple write locations
# or when client cannot use multiple write locations, flip-flop between the
# first and the second writable region in DatabaseAccount (for manual failover)
if self.enable_endpoint_discovery and len(self.available_write_locations) > 0:
location_index = min(location_index % 2, len(self.available_write_locations) - 1)
write_location = self.available_write_locations[location_index]
return self.available_write_endpoint_by_locations[write_location]
else:
return self.default_endpoint
else:
endpoints = self.get_write_endpoints() if documents._OperationType.IsWriteOperation(request.operation_type) else self.get_read_endpoints()
return endpoints[location_index % len(endpoints)]
def should_refresh_endpoints(self):
most_preferred_location = self.preferred_locations[0] if (self.preferred_locations and len(self.preferred_locations) > 0) else None
# we should schedule refresh in background if we are unable to target the user's most preferredLocation.
if self.enable_endpoint_discovery:
should_refresh = self.use_multiple_write_locations and not self.enable_multiple_writable_locations
if most_preferred_location:
if self.available_read_endpoint_by_locations:
most_preferred_read_endpoint = self.available_read_endpoint_by_locations[most_preferred_location]
if most_preferred_read_endpoint and most_preferred_read_endpoint != self.read_endpoints[0]:
# For reads, we can always refresh in background as we can alternate to
# other available read endpoints
return True
else:
return True
if not self.can_use_multiple_write_locations():
if self.is_endpoint_unavailable(self.write_endpoints[0], EndpointOperationType.WriteType):
# Since most preferred write endpoint is unavailable, we can only refresh in background if
# we have an alternate write endpoint
return True
else:
return should_refresh
elif most_preferred_location:
most_preferred_write_endpoint = self.available_write_endpoint_by_locations[most_preferred_location]
if most_preferred_write_endpoint:
should_refresh |= most_preferred_write_endpoint != self.write_endpoints[0]
return should_refresh
else:
return True
else:
return should_refresh
else:
return False
def clear_stale_endpoint_unavailability_info(self):
new_location_unavailability_info = {}
if len(self.location_unavailability_info_by_endpoint) > 0:
for unavailable_endpoint in self.location_unavailability_info_by_endpoint:
unavailability_info = self.location_unavailability_info_by_endpoint[unavailable_endpoint]
if not (unavailability_info and
self.current_time_millis() - unavailability_info['lastUnavailabilityCheckTimeStamp'] > self.refresh_time_interval_in_ms):
new_location_unavailability_info[unavailable_endpoint] = self.location_unavailability_info_by_endpoint[unavailable_endpoint]
self.location_unavailability_info_by_endpoint = new_location_unavailability_info
def is_endpoint_unavailable(self, endpoint, expected_available_operations):
unavailability_info = self.location_unavailability_info_by_endpoint[endpoint] if endpoint in self.location_unavailability_info_by_endpoint else None
if (expected_available_operations == EndpointOperationType.NoneType or not unavailability_info
or expected_available_operations not in unavailability_info['operationType']):
return False
else:
if (self.current_time_millis() - unavailability_info['lastUnavailabilityCheckTimeStamp'] > self.refresh_time_interval_in_ms):
return False
else:
# Unexpired entry present. Endpoint is unavailable
return True
def mark_endpoint_unavailable(self, unavailable_endpoint, unavailable_operation_type):
unavailablility_info = self.location_unavailability_info_by_endpoint[unavailable_endpoint] if unavailable_endpoint in self.location_unavailability_info_by_endpoint else None
current_time = self.current_time_millis()
if not unavailablility_info:
self.location_unavailability_info_by_endpoint[unavailable_endpoint] = {'lastUnavailabilityCheckTimeStamp': current_time, 'operationType': set([unavailable_operation_type])}
else:
unavailable_operations = set([unavailable_operation_type]).union(unavailablility_info['operationType'])
self.location_unavailability_info_by_endpoint[unavailable_endpoint] = {'lastUnavailabilityCheckTimeStamp': current_time,'operationType': unavailable_operations}
self.update_location_cache()
def get_preferred_locations(self):
return self.preferred_locations
def update_location_cache(self, write_locations = None, read_locations = None, enable_multiple_writable_locations = None):
if enable_multiple_writable_locations:
self.enable_multiple_writable_locations = enable_multiple_writable_locations
self.clear_stale_endpoint_unavailability_info()
if self.enable_endpoint_discovery:
if read_locations:
self.available_read_endpoint_by_locations, self.available_read_locations = self.get_endpoint_by_location(read_locations)
if write_locations:
self.available_write_endpoint_by_locations, self.available_write_locations = self.get_endpoint_by_location(write_locations)
self.write_endpoints = self.get_preferred_available_endpoints(self.available_write_endpoint_by_locations, self.available_write_locations, EndpointOperationType.WriteType, self.default_endpoint)
self.read_endpoints = self.get_preferred_available_endpoints(self.available_read_endpoint_by_locations, self.available_read_locations, EndpointOperationType.ReadType, self.write_endpoints[0])
self.last_cache_update_timestamp = self.current_time_millis()
def get_preferred_available_endpoints(self, endpoints_by_location, orderedLocations, expected_available_operation, fallback_endpoint):
endpoints = []
# if enableEndpointDiscovery is false, we always use the defaultEndpoint that user passed in during documentClient init
if self.enable_endpoint_discovery and endpoints_by_location:
if self.can_use_multiple_write_locations() or expected_available_operation == EndpointOperationType.ReadType:
unavailable_endpoints = []
if self.preferred_locations:
# When client can not use multiple write locations, preferred locations list should only be used
# determining read endpoints order.
# If client can use multiple write locations, preferred locations list should be used for determining
# both read and write endpoints order.
for location in self.preferred_locations:
endpoint = endpoints_by_location[location] if location in endpoints_by_location else None
if endpoint:
if self.is_endpoint_unavailable(endpoint, expected_available_operation):
unavailable_endpoints.append(endpoint)
else:
endpoints.append(endpoint)
if len(endpoints)== 0:
endpoints.append(fallback_endpoint)
endpoints.extend(unavailable_endpoints)
else:
for location in orderedLocations:
if location and location in endpoints_by_location:
# location is empty during manual failover
endpoints.append(endpoints_by_location[location])
if len(endpoints) == 0:
endpoints.append(fallback_endpoint)
return endpoints
def get_endpoint_by_location(self, locations):
endpoints_by_location = collections.OrderedDict()
parsed_locations = []
for location in locations:
if not location['name']:
# during fail-over the location name is empty
continue
try:
region_uri = location['databaseAccountEndpoint']
parsed_locations.append(location['name'])
endpoints_by_location.update({location['name']: region_uri})
except Exception as e:
raise e
return endpoints_by_location, parsed_locations
def can_use_multiple_write_locations(self):
return self.use_multiple_write_locations and self.enable_multiple_writable_locations
def can_use_multiple_write_locations_for_request(self, request):
return self.can_use_multiple_write_locations() and (request.resource_type == http_constants.ResourceType.Document or
(request.resource_type == http_constants.ResourceType.StoredProcedure and request.operation_type == documents._OperationType.ExecuteJavaScript))
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