520 lines
21 KiB
C++
520 lines
21 KiB
C++
/*
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* ReplicationPolicy.cpp
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*
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* This source file is part of the FoundationDB open source project
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*
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* Copyright 2013-2018 Apple Inc. and the FoundationDB project authors
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#include "fdbrpc/ReplicationPolicy.h"
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#include "fdbrpc/Replication.h"
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#include "flow/UnitTest.h"
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bool IReplicationPolicy::selectReplicas(
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Reference<LocalitySet> & fromServers,
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std::vector<LocalityEntry> & results )
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{
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return selectReplicas(fromServers, std::vector<LocalityEntry>(), results);
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}
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bool IReplicationPolicy::validate(
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Reference<LocalitySet> const& solutionSet ) const
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{
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return validate(solutionSet->getEntries(), solutionSet);
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}
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bool IReplicationPolicy::validateFull(
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bool solved,
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std::vector<LocalityEntry> const& solutionSet,
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std::vector<LocalityEntry> const& alsoServers,
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Reference<LocalitySet> const& fromServers )
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{
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bool valid = true;
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std::vector<LocalityEntry> totalSolution(solutionSet);
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// Append the also servers, if any
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if (alsoServers.size()) {
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totalSolution.reserve(totalSolution.size() + alsoServers.size());
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totalSolution.insert(totalSolution.end(), alsoServers.begin(), alsoServers.end());
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}
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if (!solved) {
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if (validate(totalSolution, fromServers)) {
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if (g_replicationdebug > 2) {
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printf("Error: Validate unsolved policy with%3lu also servers and%3lu solution servers\n", alsoServers.size(), solutionSet.size());
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}
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valid = false;
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}
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else if (validate(fromServers->getGroupEntries(), fromServers)) {
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if (g_replicationdebug > 2) {
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printf("Error: Validated unsolved policy with all%5d servers\n", fromServers->size());
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}
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valid = false;
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}
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}
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else if (!validate(totalSolution, fromServers)) {
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if (g_replicationdebug > 2) {
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printf("Error: Failed to validate solved policy with%3lu also servers and%3lu solution servers\n", alsoServers.size(), solutionSet.size());
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}
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valid = false;
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}
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else if (solutionSet.empty()) {
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if (!validate(alsoServers, fromServers)) {
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if (g_replicationdebug > 2) {
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printf("Error: Failed to validate policy with only%3lu also servers\n", alsoServers.size());
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}
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valid = false;
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}
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}
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else {
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auto lastSolutionIndex = solutionSet.size()-1;
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auto missingEntry = totalSolution[lastSolutionIndex];
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totalSolution[lastSolutionIndex] = totalSolution.back();
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totalSolution.pop_back();
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for (int index = 0; index < solutionSet.size() && index < totalSolution.size(); index ++) {
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if (g_replicationdebug > 3) {
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auto fromServer = fromServers->getRecordViaEntry(missingEntry);
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printf("Test remove entry: %s test:%3d of%3lu\n", fromServers->getEntryInfo(missingEntry).c_str(), index+1, solutionSet.size());
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}
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if (validate(totalSolution, fromServers)) {
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if (g_replicationdebug > 2) {
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printf("Invalid extra entry: %s\n", fromServers->getEntryInfo(missingEntry).c_str());
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}
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valid = false;
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break;
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}
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auto tempMissing = totalSolution[index];
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totalSolution[index] = missingEntry;
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missingEntry = tempMissing;
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}
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}
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return valid;
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}
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bool PolicyOne::selectReplicas(
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Reference<LocalitySet> & fromServers,
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std::vector<LocalityEntry> const& alsoServers,
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std::vector<LocalityEntry> & results )
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{
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int totalUsed = 0;
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int itemsUsed = 0;
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if (alsoServers.size()) {
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totalUsed ++;
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}
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else if (fromServers->size()) {
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auto randomEntry = fromServers->random();
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results.push_back(randomEntry);
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itemsUsed ++;
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totalUsed ++;
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if (g_replicationdebug > 5) {
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printf("One added:%4d %33s entry: %s\n", itemsUsed, "", fromServers->getEntryInfo(randomEntry).c_str());
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}
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}
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if (g_replicationdebug > 2) {
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printf("One used:%5d results:%3d from %3d servers\n", totalUsed, itemsUsed, fromServers->size());
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}
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return (totalUsed > 0);
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}
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bool PolicyOne::validate(
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std::vector<LocalityEntry> const& solutionSet,
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Reference<LocalitySet> const& fromServers ) const
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{
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return ((solutionSet.size() > 0) && (fromServers->size() > 0));
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}
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PolicyAcross::PolicyAcross(int count, std::string const& attribKey, Reference<IReplicationPolicy> const policy):
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_count(count),_attribKey(attribKey),_policy(policy)
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{
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return;
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}
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PolicyAcross::PolicyAcross() : _policy(new PolicyOne()) {}
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PolicyAcross::~PolicyAcross()
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{
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return;
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}
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// Debug purpose only
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// Trace all record entries to help debug
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// fromServers is the servers locality to be printed out.
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void IReplicationPolicy::traceLocalityRecords(Reference<LocalitySet> const& fromServers) {
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std::vector<Reference<LocalityRecord>> const& recordArray = fromServers->getRecordArray();
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TraceEvent("LocalityRecordArray").detail("Size", recordArray.size());
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for (auto& record : recordArray) {
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traceOneLocalityRecord(record, fromServers);
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}
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}
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void IReplicationPolicy::traceOneLocalityRecord(Reference<LocalityRecord> record, Reference<LocalitySet> const& fromServers) {
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int localityEntryIndex = record->_entryIndex._id;
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Reference<KeyValueMap> const& dataMap = record->_dataMap;
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std::vector<AttribRecord> const& keyValueArray = dataMap->_keyvaluearray;
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TraceEvent("LocalityRecordInfo")
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.detail("EntryIndex", localityEntryIndex)
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.detail("KeyValueArraySize", keyValueArray.size());
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for (int i = 0; i < keyValueArray.size(); ++i) {
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AttribRecord attribRecord = keyValueArray[i]; // first is key, second is value
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TraceEvent("LocalityRecordInfo")
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.detail("EntryIndex", localityEntryIndex)
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.detail("ArrayIndex", i)
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.detail("Key", attribRecord.first._id)
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.detail("Value", attribRecord.second._id)
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.detail("KeyName", fromServers->keyText(attribRecord.first))
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.detail("ValueName", fromServers->valueText(attribRecord.second));
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}
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}
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// Validate if the team satisfies the replication policy
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// LocalitySet is the base class about the locality information
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// solutionSet is the team to be validated
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// fromServers is the location information of all servers
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// return true if the team satisfies the policy; false otherwise
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bool PolicyAcross::validate(
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std::vector<LocalityEntry> const& solutionSet,
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Reference<LocalitySet> const& fromServers ) const
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{
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bool valid = true;
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int count = 0;
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// Get the indexKey from the policy name (e.g., zoneid) in _attribKey
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AttribKey indexKey = fromServers->keyIndex(_attribKey);
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auto groupIndexKey = fromServers->getGroupKeyIndex(indexKey);
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std::map<AttribValue, std::vector<LocalityEntry>> validMap;
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for (auto& item : solutionSet) {
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auto value = fromServers->getValueViaGroupKey(item, groupIndexKey);
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if (value.present()) {
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auto itValue = validMap.find(value.get());
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if (itValue != validMap.end()) {
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validMap[value.get()].push_back(item);
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}
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else {
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validMap[value.get()] = {item};
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}
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}
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}
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if (validMap.size() < _count) {
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if (g_replicationdebug > 3) {
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printf("Across too few values:%3lu <%2d key: %-7s policy: %-10s => %s\n", validMap.size(), _count, _attribKey.c_str(), _policy->name().c_str(), _policy->info().c_str());
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}
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valid = false;
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}
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else {
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if (g_replicationdebug > 3) {
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printf("Across check values:%9lu key: %-7s solutions:%2lu count:%2d policy: %-10s => %s\n", validMap.size(), _attribKey.c_str(), solutionSet.size(), _count, _policy->name().c_str(), _policy->info().c_str());
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for (auto& itValue : validMap) {
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printf(" value: (%3d) %-10s\n", itValue.first._id, fromServers->valueText(itValue.first).c_str());
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}
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}
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for (auto& itValid : validMap) {
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// itValid.second is the vector of LocalityEntries that belong to the same locality
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if (_policy->validate(itValid.second, fromServers)) {
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if (g_replicationdebug > 4) {
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printf("Across valid solution: %6lu key: %-7s count:%3d of%3d value: (%3d) %-10s policy: %-10s => "
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"%s\n",
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itValid.second.size(), _attribKey.c_str(), count + 1, _count, itValid.first._id,
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fromServers->valueText(itValid.first).c_str(), _policy->name().c_str(),
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_policy->info().c_str());
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if (g_replicationdebug > 5) {
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for (auto& entry : itValid.second) {
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printf(" entry: %s\n", fromServers->getEntryInfo(entry).c_str());
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}
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}
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}
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count ++;
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} else if (g_replicationdebug > 4) {
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printf("Across invalid solution:%5lu key: %-7s value: (%3d) %-10s policy: %-10s => %s\n", itValid.second.size(), _attribKey.c_str(), itValid.first._id, fromServers->valueText(itValid.first).c_str(), _policy->name().c_str(), _policy->info().c_str());
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if (g_replicationdebug > 5) {
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for (auto& entry : itValid.second) {
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printf(" entry: %s\n", fromServers->getEntryInfo(entry).c_str());
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}
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}
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}
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}
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if (count < _count) {
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if (g_replicationdebug > 3) {
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printf("Across failed solution: %3lu key: %-7s values:%3lu count: %d=%d policy: %-10s => %s\n", solutionSet.size(), _attribKey.c_str(), validMap.size(), count, _count, _policy->name().c_str(), _policy->info().c_str());
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for (auto& entry : solutionSet) {
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printf(" entry: %s\n", fromServers->getEntryInfo(entry).c_str());
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}
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}
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valid = false;
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}
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}
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return valid;
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}
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// Choose new servers from "least utilized" alsoServers and append the new servers to results
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// fromserverse are the servers that have already been chosen and
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// that should be excluded from being selected as replicas.
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// FIXME: Simplify this function, such as removing unnecessary printf
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bool PolicyAcross::selectReplicas(
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Reference<LocalitySet> & fromServers,
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std::vector<LocalityEntry> const& alsoServers,
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std::vector<LocalityEntry> & results )
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{
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int count = 0;
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AttribKey indexKey = fromServers->keyIndex(_attribKey);
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auto groupIndexKey = fromServers->getGroupKeyIndex(indexKey);
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int resultsSize, resultsAdded;
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int resultsInit = results.size();
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// Clear the member variables
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_usedValues.clear();
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_newResults.clear();
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_addedResults.resize(_arena, 0);
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if ((g_replicationdebug > 3) && (alsoServers.size())) {
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printf("Across !also:%4lu key: %-7s policy: %-10s => %s\n", alsoServers.size(), _attribKey.c_str(), _policy->name().c_str(), _policy->info().c_str());
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}
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for (auto& alsoServer : alsoServers) {
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auto value = fromServers->getValueViaGroupKey(alsoServer, groupIndexKey);
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if (value.present()) {
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auto lowerBound = std::lower_bound(_usedValues.begin(), _usedValues.end(), value.get());
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if ((lowerBound == _usedValues.end()) || (*lowerBound != value.get())) {
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//_selected is a set of processes that have the same indexKey and indexValue (value)
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_selected = fromServers->restrict(indexKey, value.get());
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if (_selected->size()) {
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// Pass only the also array item which are valid for the value
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if (g_replicationdebug > 5) {
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// entry is the locality entry info (entryValue) from the to-be-selected team member alsoServer
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printf("Across !select key: %-7s value: (%3d) %-10s entry: %s\n", _attribKey.c_str(),
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value.get()._id, fromServers->valueText(value.get()).c_str(),
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fromServers->getEntryInfo(alsoServer).c_str());
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}
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resultsSize = _newResults.size();
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if (_policy->selectReplicas(_selected, alsoServers, _newResults))
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{
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resultsAdded = _newResults.size() - resultsSize;
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if (!resultsAdded) {
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count ++;
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}
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else {
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_addedResults.push_back(_arena, std::pair<int, int>(resultsAdded, resultsSize));
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}
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if (g_replicationdebug > 5) {
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printf("Across !added:%3d key: %-7s count:%3d of%3d value: (%3d) %-10s entry: %s\n",
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resultsAdded, _attribKey.c_str(), count, _count, value.get()._id,
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fromServers->valueText(value.get()).c_str(),
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fromServers->getEntryInfo(alsoServer).c_str());
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}
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if (count >= _count) break;
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_usedValues.insert(lowerBound, value.get());
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}
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else if (g_replicationdebug > 5) {
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printf("Across !no answer key: %-7s value: (%3d) %-10s entry: %s\n", _attribKey.c_str(), value.get()._id, fromServers->valueText(value.get()).c_str(), fromServers->getEntryInfo(alsoServer).c_str());
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}
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}
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else if (g_replicationdebug > 5) {
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printf("Across !empty set key: %-7s value: (%3d) %-10s entry: %s\n", _attribKey.c_str(), value.get()._id, fromServers->valueText(value.get()).c_str(), fromServers->getEntryInfo(alsoServer).c_str());
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}
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}
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else if (g_replicationdebug > 5) {
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printf("Across !duplicate key: %-7s value: (%3d) %-10s entry: %s\n", _attribKey.c_str(), value.get()._id, fromServers->valueText(value.get()).c_str(), fromServers->getEntryInfo(alsoServer).c_str());
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}
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}
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else if (g_replicationdebug > 5) {
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printf("Across !no value key: %-7s %21s entry: %s\n", _attribKey.c_str(), "", fromServers->getEntryInfo(alsoServer).c_str());
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}
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}
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// Process the remaining results, if present
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if ((count < _count) && (_addedResults.size())) {
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// Sort the added results array
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std::sort(_addedResults.begin(), _addedResults.end(), PolicyAcross::compareAddedResults);
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if (g_replicationdebug > 2) {
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printf("Across !add sets key: %-7s sets:%3d results:%3lu count:%3d of%3d\n", _attribKey.c_str(), _addedResults.size(), _newResults.size(), count, _count);
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}
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if (g_replicationdebug > 6) {
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LocalitySet::staticDisplayEntries(fromServers, alsoServers, "also");
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LocalitySet::staticDisplayEntries(fromServers, results, "results");
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LocalitySet::staticDisplayEntries(fromServers, _newResults, "add items");
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}
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for (auto& addedResult : _addedResults) {
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count ++;
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if (g_replicationdebug > 2) {
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printf("Across !add set key: %-7s count:%3d of%3d results:%3d index:%3d\n", _attribKey.c_str(), count, _count, addedResult.first, addedResult.second);
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}
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results.reserve(results.size() + addedResult.first);
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results.insert(results.end(), _newResults.begin()+addedResult.second, _newResults.begin()+addedResult.second+addedResult.first);
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if (count >= _count) break;
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}
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if (g_replicationdebug > 7) {
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LocalitySet::staticDisplayEntries(fromServers, results, "results");
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}
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}
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// Cannot find replica from the least used alsoServers, now try to find replicas from all servers
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// Process the remaining values
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if (count < _count) {
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if (g_replicationdebug > 3) {
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printf("Across items:%4d key: %-7s policy: %-10s => %s count:%3d of%3d\n", fromServers->size(), _attribKey.c_str(), _policy->name().c_str(), _policy->info().c_str(), count, _count);
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}
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int recordIndex;
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// Use mutable array so that swaps does not affect actual element array
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auto& mutableArray = fromServers->getMutableEntries();
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for (int checksLeft = fromServers->size(); checksLeft > 0; checksLeft --) {
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if (g_replicationdebug > 6) {
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LocalitySet::staticDisplayEntries(fromServers, mutableArray, "mutable");
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}
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recordIndex = deterministicRandom()->randomInt(0, checksLeft);
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auto& entry = mutableArray[recordIndex];
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auto value = fromServers->getValueViaGroupKey(entry, groupIndexKey);
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if (value.present()) {
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auto lowerBound = std::lower_bound(_usedValues.begin(), _usedValues.end(), value.get());
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if ((lowerBound == _usedValues.end()) || (*lowerBound != value.get())) {
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_selected = fromServers->restrict(indexKey, value.get());
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if (_selected->size()) {
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if (g_replicationdebug > 5) {
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printf("Across select:%3d key: %-7s value: (%3d) %-10s entry: %s index:%4d\n",
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fromServers->size() - checksLeft + 1, _attribKey.c_str(), value.get()._id,
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fromServers->valueText(value.get()).c_str(),
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fromServers->getEntryInfo(entry).c_str(), recordIndex);
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}
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if (_policy->selectReplicas(_selected, emptyEntryArray, results))
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{
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if (g_replicationdebug > 5) {
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printf("Across added:%4d key: %-7s value: (%3d) %-10s policy: %-10s => %s needed:%3d\n",
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count + 1, _attribKey.c_str(), value.get()._id,
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fromServers->valueText(value.get()).c_str(), _policy->name().c_str(),
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_policy->info().c_str(), _count);
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}
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count ++;
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if (count >= _count) break;
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_usedValues.insert(lowerBound, value.get());
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}
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else if (g_replicationdebug > 5) {
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printf("Across no answer key: %-7s value: (%3d) %-10s entry: %s\n", _attribKey.c_str(), value.get()._id, fromServers->valueText(value.get()).c_str(), fromServers->getEntryInfo(entry).c_str());
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}
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}
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else if (g_replicationdebug > 5) {
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printf("Across empty set:%3d key: %-7s value: (%3d) %-10s entry: %s index:%4d\n", fromServers->size()-checksLeft+1, _attribKey.c_str(), value.get()._id, fromServers->valueText(value.get()).c_str(), fromServers->getEntryInfo(entry).c_str(), recordIndex);
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}
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}
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else if (g_replicationdebug > 5) {
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printf("Across duplicate key: %-7s value: (%3d) %-10s entry: %s attempt:%3d index:%4d\n", _attribKey.c_str(), value.get()._id, fromServers->valueText(value.get()).c_str(), fromServers->getEntryInfo(entry).c_str(), fromServers->size()-checksLeft+1, recordIndex);
|
|
}
|
|
}
|
|
else if (g_replicationdebug > 5) {
|
|
printf("Across no value key: %-7s %21s entry: %s attempt:%3d index:%4d\n", _attribKey.c_str(), "", fromServers->getEntryInfo(entry).c_str(), fromServers->size()-checksLeft+1, recordIndex);
|
|
}
|
|
if (recordIndex != checksLeft-1) {
|
|
if (g_replicationdebug > 5) {
|
|
printf("Across swap key: %-7s index:%4d last:%4d entry: %s\n", _attribKey.c_str(), recordIndex, checksLeft-1, fromServers->getEntryInfo(entry).c_str());
|
|
}
|
|
fromServers->swapMutableRecords(recordIndex, checksLeft-1);
|
|
}
|
|
}
|
|
}
|
|
// Clear the return array, if not satified
|
|
if (count < _count) {
|
|
if (g_replicationdebug > 4) printf("Across result count: %d < %d requested\n", count, _count);
|
|
results.resize(resultsInit);
|
|
count = 0;
|
|
}
|
|
if (g_replicationdebug > 2) {
|
|
printf("Across used:%5lu results:%3d from %3d items key: %-7s policy: %-10s => %s\n", results.size()-resultsInit, count, fromServers->size(), _attribKey.c_str(), _policy->name().c_str(), _policy->info().c_str());
|
|
}
|
|
return (count >= _count);
|
|
}
|
|
|
|
bool PolicyAnd::validate(
|
|
std::vector<LocalityEntry> const& solutionSet,
|
|
Reference<LocalitySet> const& fromServers ) const
|
|
{
|
|
bool valid = true;
|
|
for (auto& policy : _policies) {
|
|
if (!policy->validate(solutionSet, fromServers)) {
|
|
valid = false;
|
|
break;
|
|
}
|
|
}
|
|
return valid;
|
|
}
|
|
|
|
bool PolicyAnd::selectReplicas(
|
|
Reference<LocalitySet> & fromServers,
|
|
std::vector<LocalityEntry> const& alsoServers,
|
|
std::vector<LocalityEntry> & results )
|
|
{
|
|
bool passed = true;
|
|
std::vector<LocalityEntry> newResults(alsoServers);
|
|
|
|
// Ensure that the results array is large enough
|
|
if (newResults.capacity() < fromServers->size()) {
|
|
newResults.reserve(fromServers->size());
|
|
}
|
|
|
|
for (auto& policy : _sortedPolicies) {
|
|
if (g_replicationdebug > 3) {
|
|
printf("And also:%5lu used: %4lu from %3d items policy: %-10s => %s\n", newResults.size(), newResults.size()-alsoServers.size(), fromServers->size(), policy->name().c_str(), policy->info().c_str());
|
|
}
|
|
if (!policy->selectReplicas(fromServers, newResults, newResults))
|
|
{
|
|
if (g_replicationdebug > 3) {
|
|
printf("And failed set:%4d policy: %-10s => %s\n", fromServers->size(), policy->name().c_str(), policy->info().c_str());
|
|
}
|
|
passed = false;
|
|
break;
|
|
}
|
|
}
|
|
if ((passed) && (newResults.size() > alsoServers.size())) {
|
|
results.reserve(results.size() + newResults.size() - alsoServers.size());
|
|
results.insert(results.end(), newResults.begin()+alsoServers.size(), newResults.end());
|
|
}
|
|
|
|
if (g_replicationdebug > 2) {
|
|
printf("And used:%5lu results:%3lu from %3d items\n", newResults.size()-alsoServers.size(), results.size(), fromServers->size());
|
|
}
|
|
return passed;
|
|
}
|
|
|
|
void testPolicySerialization(Reference<IReplicationPolicy>& policy) {
|
|
std::string policyInfo = policy->info();
|
|
|
|
BinaryWriter writer(IncludeVersion());
|
|
serializeReplicationPolicy(writer, policy);
|
|
|
|
BinaryReader reader(writer.getData(), writer.getLength(), IncludeVersion());
|
|
Reference<IReplicationPolicy> copy;
|
|
serializeReplicationPolicy(reader, copy);
|
|
|
|
ASSERT(policy->info() == copy->info());
|
|
}
|
|
|
|
void testReplicationPolicy(int nTests) {
|
|
Reference<IReplicationPolicy> policy = Reference<IReplicationPolicy>(new PolicyAcross(1, "data_hall", Reference<IReplicationPolicy>(new PolicyOne())));
|
|
testPolicySerialization(policy);
|
|
|
|
policy = Reference<IReplicationPolicy>(new PolicyAnd({
|
|
Reference<IReplicationPolicy>(new PolicyAcross(2, "data_center", Reference<IReplicationPolicy>(new PolicyAcross(3, "rack", Reference<IReplicationPolicy>(new PolicyOne()))))),
|
|
Reference<IReplicationPolicy>(new PolicyAcross(2, "data_center", Reference<IReplicationPolicy>(new PolicyAcross(2, "data_hall", Reference<IReplicationPolicy>(new PolicyOne())))))
|
|
}));
|
|
|
|
testPolicySerialization(policy);
|
|
}
|
|
|
|
TEST_CASE("/ReplicationPolicy/Serialization") {
|
|
testReplicationPolicy(1);
|
|
return Void();
|
|
}
|