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generateSRS.cpp
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generateSRS.cpp
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#include <iostream>
#include <fstream>
#include <getopt.h>
#include <unordered_map>
#include <vector>
#include <boost/date_time/gregorian/gregorian.hpp>
#include "src/Team.h"
#include "src/ConstantSeasonInfo.h"
#include "src/TeamWAverage.h"
#include "src/readTeams.h"
#include "helpers/doubleFormatter.h"
std::vector<double> calcSRS(std::unordered_map<std::string, double>*, std::string, boost::gregorian::date);
void printOptions();
int main(int argc,char *argv[]){
int c;
int year = 2015, numIterations = 100;
bool verbose = false, writeOutput = false;
bool startFromOriginalSRS = false;
/*____________________________Parse Command Line___________________________*/
while((c = getopt(argc,argv,"y:vn:oOh")) != -1){
switch(c){
case 'y':
year = atoi(optarg);
break;
case 'n':
numIterations = atoi(optarg);
break;
case 'v':
verbose = true;
break;
case 'o':
writeOutput = true;
break;
case 'O':
startFromOriginalSRS = true;
break;
case 'h':
printOptions();
return 0;
default:
// not an option
break;
}
}
if (year == 0){
std::cout << "you must set the year" << std::endl;
printOptions();
return 0;
}
if (numIterations == 0){
std::cout << "you must set the number of iterations" << std::endl;
printOptions();
return 0;
}
char *homePath, path[256];
homePath = getenv("HOME");
sprintf(path, "%s/cpp/NCAA_C/constants/season_info.d", homePath);
ConstantSeasonInfo *seasonInfo = ConstantSeasonInfo::Instance();
seasonInfo->initialize(path);
sprintf(path, "%s/cpp/NCAA_C/teams/%i/", homePath, year);
std::cout << "Reading in " << year << std::endl;
readTeamsFromDir(path);
readTeamsFromDir(path,"waverages");
typedef std::unordered_map<std::string, double> teamHashType;
typedef std::unordered_map<std::string, teamHashType *> dateHashType;
typedef std::unordered_map<int, dateHashType *> srsHashType;
typedef std::unordered_map<std::string, Team *> allTeamsHashType;
srsHashType srsHash;
srsHash.emplace(0,new dateHashType());
allTeamsHashType allTeamsHash = Team::getTeams();
sprintf(path,"%d north carolina",year);
Team *genericTeam = Team::findTeam(path);
std::unordered_map<std::string, TeamWAverage*> genericWAveragesUnordered = genericTeam->getWAveragesByDate();
std::map<std::string, TeamWAverage*> genericWAverages(genericWAveragesUnordered.begin(),
genericWAveragesUnordered.end());
for (auto &genericWAverage : genericWAverages){
boost::gregorian::date day(boost::gregorian::from_string(genericWAverage.first));
std::string date = genericWAverage.first;
srsHash[0]->emplace(genericWAverage.first,new teamHashType());
for (auto &team : allTeamsHash){
if (startFromOriginalSRS)
srsHash[0]->at(genericWAverage.first)->emplace(team.first, team.second->WAverageOnDate(day)->getOrigSRS());
else
srsHash[0]->at(genericWAverage.first)->emplace(team.first, team.second->WAverageOnDate(day)->getSrs());
}
}
std::vector<double> srsSOS;
for (int i = 1; i < numIterations; i++){
srsHash.emplace(i, new dateHashType());
for (auto &genericWAverage : genericWAverages){
boost::gregorian::date day(boost::gregorian::from_string(genericWAverage.first));
std::string date = genericWAverage.first;
srsHash[i]->emplace(date, new teamHashType());
for (auto &team : allTeamsHash){
srsSOS = calcSRS(srsHash[i-1]->at(date),team.first,day);
srsHash[i]->at(date)->emplace(team.first,srsSOS[0]);
}
}
if (verbose) {
//this will show the srs for 3 different teams (a generally good team, a generally
//mediocre team, and a generally bad team, on four different dates throughout the
//season, the first date SRS is calculated (14 days after the season starts),
//then 50 days into the season, 100 days into the season, the day the
//tournament starts, and the day the tournament ends.
char team1[256], team2[256], team3[256];
sprintf(team1, "%i north carolina", year);
sprintf(team2, "%i bradley", year);
sprintf(team3, "%i grambling state", year);
std::string date1 = std::to_string(year-1)+"-12-01";
std::string date2 = std::to_string(year)+"-01-01";
std::string date3 = std::to_string(year)+"-02-14";
std::string date4 = boost::gregorian::to_iso_extended_string(seasonInfo->get(year, "tournament start"));
std::string date5 = boost::gregorian::to_iso_extended_string(seasonInfo->get(year, "tournament end"));
std::cout << i <<
"\t" << doubleFormatter(srsHash[i]->at(date1)->at(team1), 3) <<
"\t" << doubleFormatter(srsHash[i]->at(date1)->at(team2), 3) <<
"\t" << doubleFormatter(srsHash[i]->at(date1)->at(team3), 3) <<
"\t\t" << doubleFormatter(srsHash[i]->at(date2)->at(team1), 3) <<
"\t" << doubleFormatter(srsHash[i]->at(date2)->at(team2), 3) <<
"\t" << doubleFormatter(srsHash[i]->at(date2)->at(team3), 3) <<
"\t\t" << doubleFormatter(srsHash[i]->at(date3)->at(team1), 3) <<
"\t" << doubleFormatter(srsHash[i]->at(date3)->at(team2), 3) <<
"\t" << doubleFormatter(srsHash[i]->at(date3)->at(team3), 3) <<
"\t\t" << doubleFormatter(srsHash[i]->at(date4)->at(team1), 3) <<
"\t" << doubleFormatter(srsHash[i]->at(date4)->at(team2), 3) <<
"\t" << doubleFormatter(srsHash[i]->at(date4)->at(team3), 3) <<
"\t\t" << doubleFormatter(srsHash[i]->at(date5)->at(team1), 3) <<
"\t" << doubleFormatter(srsHash[i]->at(date5)->at(team2), 3) <<
"\t" << doubleFormatter(srsHash[i]->at(date5)->at(team3), 3) << std::endl;
}
}
if (writeOutput) {
TeamWAverage *wAverage;
for (auto & team : allTeamsHash){
//open up the file
std::ofstream waveragesFile;
sprintf(path, "%s/cpp/NCAA_C/teams/%i/teams.%s.waverages.d",
homePath, year, boost::replace_all_copy(team.first, " ", "_").c_str());
waveragesFile.open(path);
for (auto &genericWAverage : genericWAverages){
boost::gregorian::date day(boost::gregorian::from_string(genericWAverage.first));
std::string date = genericWAverage.first;
srsSOS = calcSRS(srsHash[numIterations - 1]->at(date), team.first, day);
wAverage = team.second->WAverageOnDate(day);
//write in the file
waveragesFile << team.first;
waveragesFile << "," << day.year();
waveragesFile << "," << day.month().as_number();
waveragesFile << "," << day.day();
waveragesFile << "," << wAverage->getOpts();
waveragesFile << "," << wAverage->getOtwo()->A();
waveragesFile << "," << doubleFormatter(wAverage->getOtwo()->P(), 3);
waveragesFile << "," << wAverage->getOthree()->A();
waveragesFile << "," << doubleFormatter(wAverage->getOthree()->P(), 3);
waveragesFile << "," << wAverage->getOft()->A();
waveragesFile << "," << doubleFormatter(wAverage->getOft()->P(), 3);
waveragesFile << "," << wAverage->getOor()->A();
waveragesFile << "," << doubleFormatter(wAverage->getOor()->P(), 3);
waveragesFile << "," << wAverage->getOdr()->A();
waveragesFile << "," << doubleFormatter(wAverage->getOdr()->P(), 3);
waveragesFile << "," << wAverage->getOto()->A();
waveragesFile << "," << doubleFormatter(wAverage->getOto()->P(), 3);
waveragesFile << "," << wAverage->getDpts();
waveragesFile << "," << wAverage->getDtwo()->A();
waveragesFile << "," << doubleFormatter(wAverage->getDtwo()->P(), 3);
waveragesFile << "," << wAverage->getDthree()->A();
waveragesFile << "," << doubleFormatter(wAverage->getDthree()->P(), 3);
waveragesFile << "," << wAverage->getDft()->A();
waveragesFile << "," << doubleFormatter(wAverage->getDft()->P(), 3);
waveragesFile << "," << wAverage->getDor()->A();
waveragesFile << "," << doubleFormatter(wAverage->getDor()->P(), 3);
waveragesFile << "," << wAverage->getDdr()->A();
waveragesFile << "," << doubleFormatter(wAverage->getDdr()->P(), 3);
waveragesFile << "," << wAverage->getDto()->A();
waveragesFile << "," << doubleFormatter(wAverage->getDto()->P(), 3);
waveragesFile << "," << doubleFormatter(wAverage->getRpi(), 3);
waveragesFile << "," << doubleFormatter(wAverage->getOrigSRS(), 3);
waveragesFile << "," << doubleFormatter(srsSOS[0], 3);
waveragesFile << "," << doubleFormatter(srsSOS[1], 3);
waveragesFile << "," << wAverage->getNum_games() << std::endl;
}
//close the file
waveragesFile.close();
}
}
return 0;
}
std::vector<double> calcSRS(std::unordered_map<std::string, double>* srsHash, std::string teamName, boost::gregorian::date date){
Team *team = Team::findTeam(teamName);
double opp_srs = 0;
int num_opps = 0, pt_diff = 0;
typedef std::unordered_map<std::string, TeamGame*> gamesHashType;
gamesHashType gamesHash = team->getGamesByDate();
for (auto &game : gamesHash){
if (game.second->getDate() >= date) continue; //only use games before date
if (srsHash->find(game.second->getOpp()) == srsHash->end()) continue; //exclude non-Division-I schools
opp_srs += srsHash->at(game.second->getOpp());
pt_diff += game.second->getOpts() - game.second->getDpts();
num_opps++;
}
double srs = 0, sos = 0;
if (num_opps > 0) {
if (opp_srs != opp_srs){ //check for nan
srs = pt_diff/num_opps;
sos = 0;
}
else {
srs = (pt_diff + opp_srs) / num_opps;
sos = opp_srs / num_opps;
}
}
std::vector<double> result = {srs,sos};
return result;
}
void printOptions(){// y:vn:oO
std::cout << std::endl;
std::cout << "generateSRS Usage options:" << std::endl;
std::cout << "" << std::endl;
std::cout << "\t-y (int) year to iterate SRS for (no default)[Required]" << std::endl;
std::cout << "\t-n (int) number of iterations to do (default: 100)[Optional]" << std::endl;
std::cout << "\t-o write output to file, overwriting current file (false)[Optional]" << std::endl;
std::cout << "\t-O start calculations for original SRS (false)[Optional]" << std::endl;
std::cout << "\t-v verbose (false)[Optional]" << std::endl;
std::cout << "\t-h print this message" << std::endl;
std::cout << "" << std::endl;
std::cout << "Ex: $CLION/generateSRS -y 2015 -n 100 -o -O -v" << std::endl;
std::cout << std::endl;
std::cout << "The program iterates over the SRS values to come up with the final values." << std::endl;
std::cout << "It processes one year at a time. It defaults to iterate 100 times. You" << std::endl;
std::cout << "may choose to write the output to file with the -o switch, or print the " << std::endl;
std::cout << "results for three different teams at three different dates throughout the" << std::endl;
std::cout << "season at each iteration. This latter option is so that you can see whether" << std::endl;
std::cout << "or not the results are converging. Since you may wish start this process" << std::endl;
std::cout << "over, due to changes in a few weighted average files, or a change to the" << std::endl;
std::cout << "calculation, without having to start from the current iteration, it is" << std::endl;
std::cout << "possible to start over using the original SRS values using the -O switch." << std::endl;
std::cout << std::endl;
}