RNG: added additional checks (which forced an interface redesign), updated comments
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6 changed files with 65 additions and 26 deletions
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@ -7,9 +7,9 @@ QVector<int> RNG_Abstract::makeNumbersVector(int n, int min, int max)
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const int bins = max - min + 1;
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QVector<int> result(bins);
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for (int i = 0; i < n; ++i) {
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int number = getNumber(min, max);
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int number = rand(min, max);
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if ((number < min) || (number > max))
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qDebug() << "getNumber(" << min << "," << max << ") returned " << number;
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qDebug() << "rand(" << min << "," << max << ") returned " << number;
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else
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result[number - min]++;
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}
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@ -8,7 +8,7 @@ class RNG_Abstract : public QObject {
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Q_OBJECT
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public:
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RNG_Abstract(QObject *parent = 0) : QObject(parent) { }
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virtual unsigned int getNumber(unsigned int min, unsigned int max) = 0;
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virtual unsigned int rand(int min, int max) = 0;
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QVector<int> makeNumbersVector(int n, int min, int max);
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double testRandom(const QVector<int> &numbers) const;
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};
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@ -17,6 +17,44 @@ RNG_SFMT::RNG_SFMT(QObject *parent)
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sfmt_init_gen_rand(&sfmt, QDateTime::currentDateTime().toTime_t());
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}
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/**
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* This method is the rand() equivalent which calls the cdf with proper bounds.
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*
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* It is possible to generate random numbers from [-min, +/-max] though the RNG uses
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* unsigned numbers only, so this wrapper handles some special cases for min and max.
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*
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* It is only necessary that the upper bound is larger or equal to the lower bound - with the exception
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* that someone wants something like rand() % -foo.
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*/
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unsigned int RNG_SFMT::rand(int min, int max) {
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/* If min is negative, it would be possible to calculate
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* cdf(0, max - min) + min
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* There has been no use for negative random numbers with rand() though, so it's treated as error.
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*/
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if(min < 0) {
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throw std::invalid_argument(
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QString("Invalid bounds for RNG: Got min " +
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QString::number(min) + " < 0!\n").toStdString());
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// at this point, the method exits. No return value is needed, because
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// basically the exception itself is returned.
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}
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// For complete fairness and equal timing, this should be a roll, but let's skip it anyway
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if(min == max)
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return max;
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// This is actually not used in Cockatrice:
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// Someone wants rand() % -foo, so we compute -rand(0, +foo)
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// This is the only time where min > max is (sort of) legal.
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// Not handling this will cause the application to crash.
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if(min == 0 && max < 0) {
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return -cdf(0, -max);
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}
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// No special cases are left, except !(min > max) which is caught in the cdf itself.
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return cdf(min, max);
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}
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/**
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* Much thought went into this, please read this comment before you modify the code.
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* Let SFMT() be an alias for sfmt_genrand_uint64() aka SFMT's rand() function.
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@ -33,7 +71,7 @@ RNG_SFMT::RNG_SFMT(QObject *parent)
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*
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* To get out the random variable, solve for X:
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* floor(X) = SFMT(X; min, max) * (max - min + 1) + min - 1
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* So this is, what getNumber(min, max) should look like.
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* So this is, what rand(min, max) should look like.
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* Problem: SFMT(X; min, max) * (max - min + 1) could produce an integer overflow,
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* so it is not safe.
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*
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@ -56,19 +94,17 @@ RNG_SFMT::RNG_SFMT(QObject *parent)
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* then you _need_ to change the UINT64_MAX constant to the largest possible random
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* number which can be created by the new rand() function. This value is often defined
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* in a RAND_MAX constant.
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* Otherwise you will probably skew the outcome of the getNumber() method or worsen the
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* Otherwise you will probably skew the outcome of the rand() method or worsen the
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* performance of the application.
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*/
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unsigned int RNG_SFMT::getNumber(unsigned int min, unsigned int max)
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unsigned int RNG_SFMT::cdf(unsigned int min, unsigned int max)
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{
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// This all makes no sense if min > max, which should never happen.
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if(min > max) {
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throw std::invalid_argument(
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QString("Invalid bounds for RNG: min > max! Values were: min = " +
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QString::number(min) + ", max = " +
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QString::number(max) +
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". This is either a bug or something even more serious happened."
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).toStdString());
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QString::number(max)).toStdString());
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// at this point, the method exits. No return value is needed, because
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// basically the exception itself is returned.
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}
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@ -1,27 +1,28 @@
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#ifndef RNG_SFMT_H
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#define RNG_SFMT_H
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#include <climits>
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#include <QMutex>
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#include "sfmt/SFMT.h"
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#include "rng_abstract.h"
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#include <QMutex>
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/**
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* This class represents the random number generator.
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* Usage instructions:
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* Create an instance of RNG_SFMT, then call getNumber(min, max).
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* You should never call this function with min > max, this throws a
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* std::invalid_argument exception. It is best practice to use getNumber() in a try block
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* and catch the exception if min, max are entered by the user or computed somehow.
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* This class encapsulates a state of the art PRNG and can be used
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* to return uniformly distributed integer random numbers from a range [min, max].
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* Though technically possible, min must be >= 0 and max should always be > 0.
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* If max < 0 and min == 0 it is assumed that rand() % -max is wanted and the result will
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* be -rand(0, -max).
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* This is the only exception to the rule that !(min > max) and is actually unused in
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* Cockatrice.
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*
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* Technical details:
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* The RNG uses the SIMD-oriented Fast Mersenne Twister code v1.4.1 from
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* http://www.math.sci.hiroshima-u.ac.jp/~%20m-mat/MT/SFMT/index.html
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* To use this RNG, the class needs a sfmt_t structure for the RNG's internal state.
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* It has to be initialized by sfmt_init_gen_rand() which is done in the constructor.
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* The function sfmt_genrand_uint64() can then be used to create a 64 bit unsigned int
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* pseudorandom number. This is done in getNumber().
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* For more information see the author's website and look at the documentation and
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* examples that are part of the official downloads.
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* The SFMT RNG creates unsigned int 64bit pseudo random numbers.
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*
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* These are mapped to values from the interval [min, max] without bias by using Knuth's
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* "Algorithm S (Selection sampling technique)" from "The Art of Computer Programming 3rd
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* Edition Volume 2 / Seminumerical Algorithms".
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*/
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class RNG_SFMT : public RNG_Abstract {
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@ -29,9 +30,11 @@ class RNG_SFMT : public RNG_Abstract {
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private:
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QMutex mutex;
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sfmt_t sfmt;
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// The discrete cumulative distribution function for the RNG
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unsigned int cdf(unsigned int min, unsigned int max);
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public:
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RNG_SFMT(QObject *parent = 0);
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unsigned int getNumber(unsigned int min, unsigned int max);
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unsigned int rand(int min, int max);
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};
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#endif
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@ -45,7 +45,7 @@ void Server_CardZone::shuffle()
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{
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QList<Server_Card *> temp;
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for (int i = cards.size(); i; i--)
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temp.append(cards.takeAt(rng->getNumber(0, i - 1)));
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temp.append(cards.takeAt(rng->rand(0, i - 1)));
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cards = temp;
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playersWithWritePermission.clear();
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@ -844,7 +844,7 @@ Response::ResponseCode Server_Player::cmdRollDie(const Command_RollDie &cmd, Res
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Event_RollDie event;
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event.set_sides(cmd.sides());
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event.set_value(rng->getNumber(1, cmd.sides()));
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event.set_value(rng->rand(1, cmd.sides()));
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ges.enqueueGameEvent(event, playerId);
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return Response::RespOk;
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@ -1524,7 +1524,7 @@ Response::ResponseCode Server_Player::cmdRevealCards(const Command_RevealCards &
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else if (cmd.card_id() == -2) {
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if (zone->getCards().isEmpty())
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return Response::RespContextError;
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cardsToReveal.append(zone->getCards().at(rng->getNumber(0, zone->getCards().size() - 1)));
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cardsToReveal.append(zone->getCards().at(rng->rand(0, zone->getCards().size() - 1)));
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} else {
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Server_Card *card = zone->getCard(cmd.card_id());
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if (!card)
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