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Simulation.cpp
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276 lines (237 loc) · 9.87 KB
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#include "Simulation.h"
#include <string>
#include <sstream>
std::mt19937 Random::generator(0);
std::vector<Request> Simulator::GenerateRequests(int num_packet, int num_insert, int num_delete) const {
if (num_packet > packets.size()) {
printf("Warning in Simulator::GenerateRequests : too much request for num_packet--setting num to available size\n");
num_packet = packets.size();
}
std::vector<Request> vr;
for (int i = 0; i < num_packet;i++) vr.push_back(Request(RequestType::ClassifyPacket));
for (int i = 0; i < num_insert; i++) vr.push_back(Request(RequestType::Insertion));
for (int i = 0; i < num_delete; i++) vr.push_back(Request(RequestType::Deletion));
return Random::shuffle_vector(vr);
}
std::vector<Request> Simulator::SetupComputation(int num_packet, int num_insert, int num_delete) {
std::vector<Request> sequence = GenerateRequests( num_packet, num_insert, num_delete);
std::vector<Rule> shuff_rules = ruleset;
shuff_rules = Random::shuffle_vector(shuff_rules);
Bookkeeper rules_in_use_temp = (std::vector<Rule>(std::begin(shuff_rules), std::begin(shuff_rules) + shuff_rules.size() / 2));
Bookkeeper available_pool_temp = (std::vector<Rule>(std::begin(shuff_rules) + shuff_rules.size() / 2, std::end(shuff_rules)));
//need to adjust the case hitting treshold where there is nothing to delete or elements are full but trying to add
int current_size = rules_in_use_temp.size();
double treshold = 0.2;
for (size_t i = 0; i < sequence.size(); i++) {
Request n = sequence[i];
Rule temp_rule;
switch (n.request_type) {
case RequestType::ClassifyPacket: break;
case RequestType::Insertion:
if (current_size >= (1 - treshold)*ruleset.size()) {
///find furthest deletion and swap
for (size_t j = sequence.size() - 1; j > i; j--) {
if (sequence[j].request_type == RequestType::Deletion) {
sequence[i].request_type = RequestType::Deletion;
sequence[j].request_type = RequestType::Insertion;
current_size--;
break;
}
}
//current_size++;
//sequence[i].request_type = RequestType::Deletion;
break;
}
current_size++;
break;
case RequestType::Deletion:
if (current_size <= treshold* ruleset.size()) {
///find furthest insertion and swap
for (size_t j = sequence.size() - 1; j > i; j--) {
if (sequence[j].request_type == RequestType::Insertion) {
sequence[j].request_type = RequestType::Deletion;
sequence[i].request_type = RequestType::Insertion;
current_size++;
break;
}
}
// current_size--;
// sequence[i].request_type = RequestType::Insertion;
break;
}
current_size--;
break;
default: break;
}
}
for (Request& n : sequence) {
Rule temp_rule;
int result = -1;
int index_delete = -1;
int index_insert = -1;
switch (n.request_type) {
case RequestType::ClassifyPacket: break;
case RequestType::Insertion:
if (current_size >= (1 - treshold)*ruleset.size()) {
printf("Warning skipped perform insertion: no available pool\n");
break;
}
index_insert = Random::random_int(0, available_pool_temp.size() - 1);
temp_rule = available_pool_temp.GetOneRuleAndPop(index_insert);
rules_in_use_temp.InsertRule(temp_rule);
n.random_index_trace = index_insert;
break;
case RequestType::Deletion:
if (current_size <= treshold* ruleset.size()) {
printf("Warning skipped perform deletion: no avilable rules_in_use\n");
break;
}
index_delete = Random::random_int(0, rules_in_use_temp.size() - 1);
temp_rule = rules_in_use_temp.GetOneRuleAndPop(index_delete);
available_pool_temp.InsertRule(temp_rule);
n.random_index_trace = index_delete;
break;
default: break;
}
}
rules_in_use = (std::vector<Rule>(std::begin(shuff_rules), std::begin(shuff_rules) + shuff_rules.size() / 2));
available_pool = (std::vector<Rule>(std::begin(shuff_rules) + shuff_rules.size() / 2, std::end(shuff_rules)));
return sequence;
}
std::vector<int> Simulator::PerformOnlyPacketClassification(PacketClassifier& classifier, std::map<std::string, std::string>& summary) const {
std::chrono::time_point<std::chrono::steady_clock> start, end;
std::chrono::duration<double> elapsed_seconds;
std::chrono::duration<double,std::milli> elapsed_milliseconds;
start = std::chrono::steady_clock::now();
classifier.ConstructClassifier(ruleset);
end = std::chrono::steady_clock::now();
elapsed_milliseconds = end - start;
printf("\tConstruction time: %f ms\n", elapsed_milliseconds.count());
summary["ConstructionTime(ms)"] = std::to_string(elapsed_milliseconds.count());
const int trials = 10;
std::chrono::duration<double> sum_time(0);
std::vector<int> results;
for (int t = 0; t < trials; t++) {
results.clear();
start = std::chrono::steady_clock::now();
for (auto const &p : packets) {
results.push_back(classifier.ClassifyAPacket(p));
}
end = std::chrono::steady_clock::now();
elapsed_seconds = end - start;
sum_time += elapsed_seconds;
}
printf("\tClassification time: %f s\n", sum_time.count() / trials);
summary["ClassificationTime(s)"] = std::to_string(sum_time.count() / trials);
int memSize = classifier.MemSizeBytes();
printf("\tSize(bytes): %d \n", memSize);
summary["Size(bytes)"] = std::to_string(memSize);
int memAccess = classifier.MemoryAccess();
printf("\tMemoryAccess: %d \n", memAccess);
summary["MemoryAccess"] = std::to_string(memAccess);
int numTables = classifier.NumTables();
printf("\tTables: %d \n", numTables);
summary["Tables"] = std::to_string(numTables);
std::stringstream ssTableSize, ssTableQuery;
for (int i = 0; i < numTables; i++) {
if (i != 0) {
ssTableSize << "-";
ssTableQuery << "-";
}
ssTableSize << classifier.RulesInTable(i);
ssTableQuery << classifier.NumPacketsQueriedNTables(i + 1);
}
summary["TableSizes"] = ssTableSize.str();
summary["TableQueries"] = ssTableQuery.str();
printf("\tTotal tables queried: %d\n", classifier.TablesQueried());
printf("\tAverage tables queried: %f\n", 1.0 * classifier.TablesQueried() / (trials * packets.size()));
summary["AvgQueries"] = std::to_string(1.0 * classifier.TablesQueried() / (trials * packets.size()));
return results;
}
std::vector<int> Simulator::PerformPacketClassification(PacketClassifier& classifier, const std::vector<Request>& sequence, std::map<std::string, double>& trial) const {
if (available_pool.size() == 0) {
printf("Warning no avilable pool left: need to generate computation first\n");
return std::vector<int>();
}
Bookkeeper rules_in_use_temp = rules_in_use;
Bookkeeper available_pool_temp = available_pool;
std::chrono::time_point<std::chrono::steady_clock> start, end;
std::chrono::duration<double> elapsed_seconds;
start = std::chrono::steady_clock::now();
classifier.ConstructClassifier(rules_in_use_temp.GetRules());
end = std::chrono::steady_clock::now();
elapsed_seconds = end - start;
//printf("Construction time: %f \n", elapsed_seconds.count());
int num_trial = 10;
std::vector<int> results;
std::chrono::duration<double> sum_elapsed2(0);
for (int t = 0; t < num_trial; t++) {
results.clear();
results.reserve(1000000);//reserve 1m slots for packets
int packet_counter = 0;
//invariant: at all time, DS.rules = rules_in_use.rules
std::chrono::duration<double> elapsed_seconds2(0);
for (Request n : sequence) {
Rule temp_rule;
int result = -1;
switch (n.request_type) {
case RequestType::ClassifyPacket:
/*if (packets.size() == 0) {
printf("Warning packets.size() = 0 in packet request");
break;
}*/
start = std::chrono::steady_clock::now();
result = classifier.ClassifyAPacket(packets[packet_counter++]);
end = std::chrono::steady_clock::now();
elapsed_seconds2 += end - start;
if (packet_counter == packets.size()) packet_counter = 0;
results.push_back(result);
break;
case RequestType::Insertion:
if (available_pool.size() == 0) {
printf("Warning skipped perform insertion: no available pool\n");
break;
}
temp_rule = available_pool_temp.GetOneRuleAndPop(n.random_index_trace);
rules_in_use_temp.InsertRule(temp_rule);
start = std::chrono::steady_clock::now();
classifier.InsertRule(temp_rule);
end = std::chrono::steady_clock::now();
elapsed_seconds2 += end - start;
break;
case RequestType::Deletion:
if (rules_in_use.size() == 0) {
printf("Warning skipped perform deletion: no avilable rules_in_use\n");
break;
}
temp_rule = rules_in_use_temp.GetOneRuleAndPop(n.random_index_trace);
available_pool_temp.InsertRule(temp_rule);
start = std::chrono::steady_clock::now();
classifier.DeleteRule(n.random_index_trace);
end = std::chrono::steady_clock::now();
elapsed_seconds2 += end - start;
break;
default: break;
}
}
sum_elapsed2 += elapsed_seconds2;
}
printf("\tUpdateTime time: %f \n", sum_elapsed2.count()/ num_trial);
if (!trial.count("UpdateTime(s)")) {
trial["UpdateTime(s)"] = 0;
}
trial["UpdateTime(s)"] += sum_elapsed2.count() / num_trial;
return results;
}
int Simulator::PerformPartitioning(PartitionPacketClassifier& ppc, const std::vector<Rule>& ruleset, std::map<std::string, std::string>& summary) {
std::chrono::time_point<std::chrono::system_clock> start, end;
std::chrono::duration<double> elapsed_seconds;
start = std::chrono::system_clock::now();
int b = ppc.ComputeNumberOfBuckets(ruleset);
end = std::chrono::system_clock::now();
elapsed_seconds = end - start;
//printf("\tConstruction time: %f \n", elapsed_seconds.count());
summary["ConstructionTime(s)"] = std::to_string(elapsed_seconds.count());
summary["NumberOfPartitions"] = std::to_string(b);
return b;
}