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tyrant_optimize.cpp
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tyrant_optimize.cpp
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// This program is free software: you can redistribute it and/or modify
// it under the terms of the GNU General Public License as published by
// the Free Software Foundation, either version 3 of the License, or
// (at your option) any later version.
// This program is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
// GNU General Public License for more details.
// You should have received a copy of the GNU General Public License
// along with this program. If not, see <http://www.gnu.org/licenses/>.
//------------------------------------------------------------------------------
// #define NDEBUG
#define BOOST_THREAD_USE_LIB
#include <unistd.h>
#include <array>
#include <cassert>
#include <chrono>
#include <cstring>
#include <ctime>
#include <functional>
#include <iostream>
#include <map>
#include <unordered_map>
#include <set>
#include <stack>
#include <fstream>
#include <string>
#include <iomanip>
#include <tuple>
#include <vector>
#include <math.h>
#include <boost/algorithm/string.hpp>
#include <boost/filesystem.hpp>
#include <boost/lexical_cast.hpp>
#include <boost/math/distributions/binomial.hpp>
#include <boost/optional.hpp>
#include <boost/range/join.hpp>
#include <boost/thread/barrier.hpp>
#include <boost/thread/mutex.hpp>
#include <boost/thread/thread.hpp>
#include <boost/timer/timer.hpp>
#include <boost/tokenizer.hpp>
#include "card.h"
#include "cards.h"
#include "deck.h"
#include "read.h"
#include "sim.h"
#include "tyrant.h"
#include "xml.h"
#include "hPMML.h"
#define DEFINE_GLOBALS
#include "algorithms.h"
// OpenMP Header
#ifdef _OPENMP
#include <omp.h>
#endif
// Android Headers
#if defined(ANDROID) || defined(__ANDROID__)
#include <jni.h>
#include <android/log.h>
#endif
using namespace tuo;
using namespace proc;
// init
/*
namespace tuo {
unsigned opt_num_threads=4;
gamemode_t gamemode{fight};
OptimizationMode optimization_mode{OptimizationMode::notset};
std::unordered_map<unsigned, unsigned> owned_cards;
const Card* owned_alpha_dominion{nullptr};
bool use_owned_cards{true};
bool opt_skip_unclaimed_decks{false};
//bool opt_trim_unclaimed_decks{false};
unsigned min_deck_len{1};
unsigned max_deck_len{10};
unsigned opt_freezed_cards{0};
unsigned freezed_cards{0};
unsigned fund{0};
long double target_score{100};
long double min_increment_of_score{0};
long double confidence_level{0.99};
bool use_top_level_card{true};
bool use_top_level_commander{true};
bool mode_open_the_deck{false};
bool use_owned_dominions{true};
bool use_maxed_dominions{false};
unsigned use_fused_card_level{0};
unsigned use_fused_commander_level{0};
bool print_upgraded{false};
bool print_values{false};
bool simplify_output{false};
bool show_ci{false};
bool use_harmonic_mean{false};
unsigned iterations_multiplier{10};
unsigned sim_seed{0};
unsigned flexible_iter{20};
unsigned flexible_turn{10};
Requirement requirement;
#ifndef NQUEST
Quest quest;
#endif
std::unordered_set<unsigned> allowed_candidates;
std::unordered_set<unsigned> disallowed_candidates;
std::chrono::time_point<std::chrono::system_clock> start_time;
long double maximum_time{0};
//anneal
long double temperature = 1000;
long double coolingRate = 0.001;
//genetic
unsigned generations = 50;
unsigned pool_size = 0;
unsigned min_pool_size = 20;
double opt_pool_keep = 1;
double opt_pool_mutate = 1;
double opt_pool_cross = 1;
//fort_climb
unsigned yfpool{0};
unsigned efpool{0};
std::vector<Faction> factions;
bool invert_factions{false};
bool only_recent{false};
bool prefered_recent{false};
unsigned recent_percent{5};
std::vector<Skill::Skill> skills;
bool invert_skills{false};
std::vector<Skill::Skill> prefered_skills;
unsigned prefered_factor{3};
#if defined(ANDROID) || defined(__ANDROID__)
JNIEnv *envv;
jobject objv;
#endif
}
*/
static const unsigned int crc32_table[] =
{
0x00000000, 0x04c11db7, 0x09823b6e, 0x0d4326d9,
0x130476dc, 0x17c56b6b, 0x1a864db2, 0x1e475005,
0x2608edb8, 0x22c9f00f, 0x2f8ad6d6, 0x2b4bcb61,
0x350c9b64, 0x31cd86d3, 0x3c8ea00a, 0x384fbdbd,
0x4c11db70, 0x48d0c6c7, 0x4593e01e, 0x4152fda9,
0x5f15adac, 0x5bd4b01b, 0x569796c2, 0x52568b75,
0x6a1936c8, 0x6ed82b7f, 0x639b0da6, 0x675a1011,
0x791d4014, 0x7ddc5da3, 0x709f7b7a, 0x745e66cd,
0x9823b6e0, 0x9ce2ab57, 0x91a18d8e, 0x95609039,
0x8b27c03c, 0x8fe6dd8b, 0x82a5fb52, 0x8664e6e5,
0xbe2b5b58, 0xbaea46ef, 0xb7a96036, 0xb3687d81,
0xad2f2d84, 0xa9ee3033, 0xa4ad16ea, 0xa06c0b5d,
0xd4326d90, 0xd0f37027, 0xddb056fe, 0xd9714b49,
0xc7361b4c, 0xc3f706fb, 0xceb42022, 0xca753d95,
0xf23a8028, 0xf6fb9d9f, 0xfbb8bb46, 0xff79a6f1,
0xe13ef6f4, 0xe5ffeb43, 0xe8bccd9a, 0xec7dd02d,
0x34867077, 0x30476dc0, 0x3d044b19, 0x39c556ae,
0x278206ab, 0x23431b1c, 0x2e003dc5, 0x2ac12072,
0x128e9dcf, 0x164f8078, 0x1b0ca6a1, 0x1fcdbb16,
0x018aeb13, 0x054bf6a4, 0x0808d07d, 0x0cc9cdca,
0x7897ab07, 0x7c56b6b0, 0x71159069, 0x75d48dde,
0x6b93dddb, 0x6f52c06c, 0x6211e6b5, 0x66d0fb02,
0x5e9f46bf, 0x5a5e5b08, 0x571d7dd1, 0x53dc6066,
0x4d9b3063, 0x495a2dd4, 0x44190b0d, 0x40d816ba,
0xaca5c697, 0xa864db20, 0xa527fdf9, 0xa1e6e04e,
0xbfa1b04b, 0xbb60adfc, 0xb6238b25, 0xb2e29692,
0x8aad2b2f, 0x8e6c3698, 0x832f1041, 0x87ee0df6,
0x99a95df3, 0x9d684044, 0x902b669d, 0x94ea7b2a,
0xe0b41de7, 0xe4750050, 0xe9362689, 0xedf73b3e,
0xf3b06b3b, 0xf771768c, 0xfa325055, 0xfef34de2,
0xc6bcf05f, 0xc27dede8, 0xcf3ecb31, 0xcbffd686,
0xd5b88683, 0xd1799b34, 0xdc3abded, 0xd8fba05a,
0x690ce0ee, 0x6dcdfd59, 0x608edb80, 0x644fc637,
0x7a089632, 0x7ec98b85, 0x738aad5c, 0x774bb0eb,
0x4f040d56, 0x4bc510e1, 0x46863638, 0x42472b8f,
0x5c007b8a, 0x58c1663d, 0x558240e4, 0x51435d53,
0x251d3b9e, 0x21dc2629, 0x2c9f00f0, 0x285e1d47,
0x36194d42, 0x32d850f5, 0x3f9b762c, 0x3b5a6b9b,
0x0315d626, 0x07d4cb91, 0x0a97ed48, 0x0e56f0ff,
0x1011a0fa, 0x14d0bd4d, 0x19939b94, 0x1d528623,
0xf12f560e, 0xf5ee4bb9, 0xf8ad6d60, 0xfc6c70d7,
0xe22b20d2, 0xe6ea3d65, 0xeba91bbc, 0xef68060b,
0xd727bbb6, 0xd3e6a601, 0xdea580d8, 0xda649d6f,
0xc423cd6a, 0xc0e2d0dd, 0xcda1f604, 0xc960ebb3,
0xbd3e8d7e, 0xb9ff90c9, 0xb4bcb610, 0xb07daba7,
0xae3afba2, 0xaafbe615, 0xa7b8c0cc, 0xa379dd7b,
0x9b3660c6, 0x9ff77d71, 0x92b45ba8, 0x9675461f,
0x8832161a, 0x8cf30bad, 0x81b02d74, 0x857130c3,
0x5d8a9099, 0x594b8d2e, 0x5408abf7, 0x50c9b640,
0x4e8ee645, 0x4a4ffbf2, 0x470cdd2b, 0x43cdc09c,
0x7b827d21, 0x7f436096, 0x7200464f, 0x76c15bf8,
0x68860bfd, 0x6c47164a, 0x61043093, 0x65c52d24,
0x119b4be9, 0x155a565e, 0x18197087, 0x1cd86d30,
0x029f3d35, 0x065e2082, 0x0b1d065b, 0x0fdc1bec,
0x3793a651, 0x3352bbe6, 0x3e119d3f, 0x3ad08088,
0x2497d08d, 0x2056cd3a, 0x2d15ebe3, 0x29d4f654,
0xc5a92679, 0xc1683bce, 0xcc2b1d17, 0xc8ea00a0,
0xd6ad50a5, 0xd26c4d12, 0xdf2f6bcb, 0xdbee767c,
0xe3a1cbc1, 0xe760d676, 0xea23f0af, 0xeee2ed18,
0xf0a5bd1d, 0xf464a0aa, 0xf9278673, 0xfde69bc4,
0x89b8fd09, 0x8d79e0be, 0x803ac667, 0x84fbdbd0,
0x9abc8bd5, 0x9e7d9662, 0x933eb0bb, 0x97ffad0c,
0xafb010b1, 0xab710d06, 0xa6322bdf, 0xa2f33668,
0xbcb4666d, 0xb8757bda, 0xb5365d03, 0xb1f740b4};
unsigned int
xcrc32(const unsigned char *buf, int len, unsigned int init)
{
unsigned int crc = init;
while (len--)
{
crc = (crc << 8) ^ crc32_table[((crc >> 24) ^ *buf) & 255];
buf++;
}
return crc;
}
unsigned int file_xrcrc32(std::string filename, unsigned int init)
{
std::ifstream file;
file.open(filename);
std::string line;
unsigned int crc = init;
while (getline(file, line))
{
crc = xcrc32((const unsigned char *)line.c_str(), line.length(), crc);
}
return crc;
}
unsigned int checksumcards(std::string prefix)
{
unsigned int crc = 0;
// loop cardsections
unsigned int ii = 1;
crc = file_xrcrc32(prefix + "data/raids.xml", crc);
crc = file_xrcrc32(prefix + "data/missions.xml", crc);
std::string fname = prefix + "data/cards_section_1.xml";
while (access(fname.c_str(), F_OK) == 0)
{
crc = file_xrcrc32(fname, crc);
ii += 1;
fname = prefix + "data/cards_section_" + std::to_string(ii) + ".xml";
}
return crc;
}
void load_ml(std::string prefix)
{
if (use_ml)
{
win_model = hpmml::Model(prefix + "data/win.pmml");
stall_model = hpmml::Model(prefix + "data/stall.pmml");
loss_model = hpmml::Model(prefix + "data/loss.pmml");
points_model = hpmml::Model(prefix + "data/points.pmml");
}
}
// load database map from file
void load_db(std::string prefix)
{
if (use_db_load)
{
// open file to read from
std::ifstream file;
file.open(prefix + "data/database.yml");
// read map from file
std::string name;
uint64_t wins, draws, losses, points, count;
std::string version, check;
std::string line;
getline(file, line);
if (line.find(":") != std::string::npos)
version = line.substr(line.find(":") + 2);
std::cout << "DB version " << version << std::endl;
getline(file, line);
if (line.find(":") != std::string::npos)
check = line.substr(line.find(":") + 2);
std::cout << "DB checksum " << check << std::endl;
if (use_strict_db)
{
if (version.compare(TYRANT_OPTIMIZER_VERSION) != 0)
{
std::cout << "TUO DB version, please delete database.yml and restart" << std::endl;
std::cout << "TUO DB version " << version << " != " << TYRANT_OPTIMIZER_VERSION << std::endl;
exit(1);
}
if (check.compare(std::to_string(checksumcards(prefix))) != 0)
{
std::cout << "cards_sections mismatch to db, please delete database.yml and restart" << std::endl;
std::cout << "cards_sections checksum " << checksumcards(prefix) << " != " << check << std::endl;
exit(1);
}
}
std::string hfield;
std::string hydeck;
std::string hedeck;
while (getline(file, line))
{
if (line.rfind("\t\t", 0) == 0 && line.find(":") != std::string::npos)
{
hedeck = line.substr(2, line.find(":") - 2);
std::istringstream reader(line.substr(line.find(":") + 2));
reader >> wins >> draws >> losses >> points >> count;
database[hfield][hydeck][hedeck] = {wins, draws, losses, points, count};
// std::cout << "load db: " << hfield << " " << hydeck << " " << hedeck << " " <<wins<< " "<< draws<< " "<< losses<< " " <<points<< " " <<count << std::endl;
}
else if (line.rfind("\t", 0) == 0 && line.find(":") != std::string::npos)
{
hydeck = line.substr(1, line.find(":") - 1);
}
else if (line.find(":") != std::string::npos)
{
hfield = line.substr(0, line.find(":"));
}
else
{
std::cout << "unknown db line: " << line;
}
}
// close file
file.close();
}
}
// write database map to file
void write_db(std::string prefix)
{
if (use_db_write)
{
// open file to write to
std::ofstream file;
file.open(prefix + "data/database.yml");
file << "version: " << TYRANT_OPTIMIZER_VERSION << std::endl;
file << "xml_check_sum: " << checksumcards(prefix) << std::endl;
auto lines_to_write = db_limit;
// write map to file
for (auto it1 = database.begin(); lines_to_write != 0 && it1 != database.end(); ++it1)
{
file << it1->first << ":" << std::endl;
for (auto it2 = it1->second.begin(); lines_to_write != 0 && it2 != it1->second.end(); ++it2)
{
file << "\t" << it2->first << ":" << std::endl;
for (auto it3 = it2->second.begin(); lines_to_write != 0 && it3 != it2->second.end(); ++it3)
{
file << "\t\t" << it3->first << ": " << it3->second.wins << " " << it3->second.draws << " " << it3->second.losses << " " << it3->second.points << " " << it3->second.count << std::endl;
if (lines_to_write > 0)
lines_to_write--;
}
}
}
// close file
file.close();
}
}
void init()
{
thread_num_iterations = 0; // written by threads
thread_results = nullptr; // written by threads
thread_best_results = nullptr;
thread_compare = false;
thread_compare_stop = false; // written by threads
destroy_threads;
opt_num_threads = 4;
gamemode = fight;
optimization_mode = OptimizationMode::notset;
owned_cards.clear();
owned_alpha_dominion = nullptr;
use_owned_cards = true;
opt_skip_unclaimed_decks = false;
// opt_trim_unclaimed_decks=false;
min_deck_len = 1;
max_deck_len = 10;
opt_freezed_cards = 0;
freezed_cards = 0;
fund = 0;
target_score = 100;
min_increment_of_score = 0;
confidence_level = 0.99;
use_top_level_card = true;
use_top_level_commander = true;
mode_open_the_deck = false;
use_owned_dominions = true;
use_maxed_dominions = false;
use_fused_card_level = 0;
use_fused_commander_level = 0;
print_upgraded = false;
print_values = false;
vc_x = 0;
simplify_output = false;
show_ci = false;
use_harmonic_mean = false;
iterations_multiplier = 10;
sim_seed = 0;
flexible_iter = 20;
flexible_turn = 20;
eval_iter = 8;
eval_turn = 8;
requirement.num_cards.clear();
for (unsigned i(0); i < Skill::num_skills; ++i)
{
auto s = static_cast<Skill::Skill>(i);
x_skill_scale[s] = 1.0;
n_skill_scale[s] = 1.0;
c_skill_scale[s] = 1.0;
}
hp_scale = 1.0;
atk_scale = 1.0;
#ifndef NQUEST
// quest = new Quest(); //TODO Quest bugged in Android now here
#endif
allowed_candidates.clear();
disallowed_candidates.clear();
disallowed_recipes.clear();
//std::chrono::time_point<std::chrono::system_clock> start_time;
maximum_time=0;
temperature = 1000;
coolingRate = 0.001;
generations = 50;
pool_size = 0;
min_pool_size = 20;
opt_pool_keep = 1;
opt_pool_mutate = 1;
opt_pool_cross = 1;
min_beam_size = 5;
yfpool=0;
efpool=0;
factions.clear();
invert_factions=false;
only_recent=false;
prefered_recent=false;
recent_percent=5;
skills.clear();
invert_skills=false;
prefered_skills.clear();
prefered_factor=3;
for(Card *c : all_cards.all_cards) delete c; // prevent memory leak
all_cards.visible_cardset.clear();
//fix defaults
for (int i=0; i < Fix::num_fixes;++i) fixes[i]=false;
//recommended/default fixes
fixes[Fix::enhance_early] = true;
fixes[Fix::revenge_on_death] = true;
fixes[Fix::death_from_bge] = true;
fixes[Fix::legion_under_mega] = true;
fixes[Fix::barrier_each_turn] = true;
fixes[Fix::dont_evade_mimic_selection] = true;
fixes[Fix::leech_increase_max_hp] = true;
fixes[Fix::subdue_before_attack] = true;
fixes[Fix::counter_without_damage] = false;
fixes[Fix::corrosive_protect_armor] = false;
fixes[Fix::poison_after_attacked] = false;
db_limit = -1;
use_strict_db = false;
use_db_write = true;
use_db_load = true;
use_ml = false;
use_only_ml = false;
ml_precision = 0.01;
}
#if defined(ANDROID) || defined(__ANDROID__)
extern "C" JNIEXPORT void
JNICALL
Java_de_neuwirthinformatik_alexander_mtuo_TUO_callMain(
JNIEnv *env,
jobject obj /* this */, jobjectArray stringArray)
{
envv = env;
objv = obj;
// from: https://stackoverflow.com/questions/8870174/is-stdcout-usable-in-android-ndk and https://gist.github.com/dzhioev/6127982
class androidbuf : public std::streambuf
{
public:
enum
{
bufsize = 256
}; // ... or some other suitable buffer size
androidbuf() { this->setp(buffer, buffer + bufsize - 1); }
private:
int overflow(int c)
{
if (c == traits_type::eof())
{
*this->pptr() = traits_type::to_char_type(c);
this->sbumpc();
}
return this->sync() ? traits_type::eof() : traits_type::not_eof(c);
}
int sync()
{
int rc = 0;
if (this->pbase() != this->pptr())
{
auto sss = std::string(this->pbase(),
this->pptr() - this->pbase())
.c_str();
__android_log_print(ANDROID_LOG_DEBUG,
"TUO_TUO",
"%s",
sss);
jstring jstr = envv->NewStringUTF(sss);
jclass clazz = envv->FindClass("de/neuwirthinformatik/alexander/mtuo/TUO");
jmethodID messageMe = envv->GetMethodID(clazz, "output", "(Ljava/lang/String;)V");
envv->CallVoidMethod(objv, messageMe, jstr);
rc = 0;
this->setp(buffer, buffer + bufsize - 1);
}
return rc;
}
char buffer[bufsize];
};
std::cout.rdbuf(new androidbuf);
std::cerr.rdbuf(new androidbuf);
__android_log_write(ANDROID_LOG_DEBUG, "TUO_TUO", "START");
int stringCount = env->GetArrayLength(stringArray);
char **param = new char *[stringCount];
const char **cparam = new const char *[stringCount];
jstring *strs = new jstring[stringCount];
for (int i = 0; i < stringCount; i++)
{
strs[i] = (jstring)(*env).GetObjectArrayElement(stringArray, i);
cparam[i] = ((*env).GetStringUTFChars(strs[i], NULL));
param[i] = const_cast<char *>(cparam[i]);
}
main(stringCount, cparam);
std::cout << std::flush;
__android_log_write(ANDROID_LOG_DEBUG, "TUO_TUO", "END");
for (int i = 0; i < stringCount; i++)
{
env->ReleaseStringUTFChars(strs[i], cparam[i]);
}
// std::string text = "return";
// return env->NewStringUTF(text.c_str());
}
extern "C" JNIEXPORT jstring
JNICALL
Java_de_neuwirthinformatik_alexander_mtuo_TUO_stringFromJNI(JNIEnv *env,
jobject thiz, jstring s)
{
std::string str = env->GetStringUTFChars(s, NULL);
str += "hello.txt";
__android_log_write(ANDROID_LOG_DEBUG, "TUO_TUO", str.c_str());
FILE *file = fopen(str.c_str(), "w+");
if (file != NULL)
{
fputs("HELLO WORLD!\n", file);
fflush(file);
fclose(file);
}
return env->NewStringUTF("Hello from JNI (with file io)!");
}
#endif
using namespace std::placeholders;
//------------------------------------------------------------------------------
//------------------------------------------------------------------------------
Deck *find_deck(Decks &decks, const Cards &all_cards, std::string deck_name)
{
Deck *deck = decks.find_deck_by_name(deck_name);
if (deck != nullptr)
{
deck->resolve();
return (deck);
}
decks.decks.emplace_back(Deck{all_cards});
deck = &decks.decks.back();
deck->set(deck_name);
deck->resolve();
return (deck);
}
//---------------------- $80 deck optimization ---------------------------------
unsigned get_required_cards_before_upgrade(std::unordered_map<unsigned, unsigned> &owned_cards,
const std::vector<const Card *> &card_list, std::map<const Card *, unsigned> &num_cards)
{
unsigned deck_cost = 0;
std::set<const Card *> unresolved_cards;
for (const Card *card : card_list)
{
++num_cards[card];
unresolved_cards.insert(card);
}
// un-upgrade according to type/category
// * use fund for normal cards
// * use only top-level cards for initial (basic) dominion (Alpha Dominion) and dominion material (Dominion Shard)
while (!unresolved_cards.empty())
{
// pop next unresolved card
auto card_it = unresolved_cards.end();
auto card = *(--card_it);
unresolved_cards.erase(card_it);
// assume unlimited common/rare level-1 cards (standard set)
if ((card->m_set == 1000) && (card->m_rarity <= 2) && (card->is_low_level_card()))
{
continue;
}
// keep un-defused (top-level) basic dominion & its material
if ((card->m_id == 50002) || (card->m_category == CardCategory::dominion_material))
{
continue;
}
// defuse if inventory lacks required cards and recipe is not empty
if ((fund || (card->m_category != CardCategory::normal)) && (owned_cards[card->m_id] < num_cards[card]) && !card->m_recipe_cards.empty())
{
unsigned num_under = num_cards[card] - owned_cards[card->m_id];
num_cards[card] = owned_cards[card->m_id];
// do count cost (in SP) only for normal cards
if (card->m_category == CardCategory::normal)
{
deck_cost += num_under * card->m_recipe_cost;
}
// enqueue recipe cards as unresolved
for (auto recipe_it : card->m_recipe_cards)
{
num_cards[recipe_it.first] += num_under * recipe_it.second;
unresolved_cards.insert(recipe_it.first);
}
}
}
return deck_cost;
}
inline unsigned get_required_cards_before_upgrade(const std::vector<const Card *> &card_list, std::map<const Card *, unsigned> &num_cards)
{
return get_required_cards_before_upgrade(owned_cards, card_list, num_cards);
}
unsigned get_deck_cost(const Deck *deck)
{
if (!use_owned_cards)
{
return 0;
}
std::map<const Card *, unsigned> num_in_deck;
unsigned deck_cost = 0;
if (deck->commander)
{
deck_cost += get_required_cards_before_upgrade({deck->commander}, num_in_deck);
}
deck_cost += get_required_cards_before_upgrade(deck->cards, num_in_deck);
for (auto it : num_in_deck)
{
unsigned card_id = it.first->m_id;
if (it.second > owned_cards[card_id])
{
return UINT_MAX;
}
}
return deck_cost;
}
bool is_in_recipe(const Card *card, const Card *material)
{
// is it already material?
if (card == material)
{
return true;
}
// no recipes
if (card->m_recipe_cards.empty())
{
return false;
}
// avoid illegal
if (card->m_category == CardCategory::dominion_material)
{
return false;
}
// check recursively
for (auto recipe_it : card->m_recipe_cards)
{
// is material found?
if (recipe_it.first == material)
{
return true;
}
// go deeper ...
if (is_in_recipe(recipe_it.first, material))
{
return true;
}
}
// found nothing
return false;
}
bool is_owned_or_can_be_fused(const Card *card)
{
if (owned_cards[card->m_id])
{
return true;
}
if (!fund && (card->m_category == CardCategory::normal))
{
return false;
}
std::map<const Card *, unsigned> num_in_deck;
unsigned deck_cost = get_required_cards_before_upgrade({card}, num_in_deck);
if ((card->m_category == CardCategory::normal) && (deck_cost > fund))
{
while (!card->is_low_level_card() && (deck_cost > fund))
{
card = card->downgraded();
num_in_deck.clear();
deck_cost = get_required_cards_before_upgrade({card}, num_in_deck);
}
if (deck_cost > fund)
{
return false;
}
}
std::map<unsigned, unsigned> num_under;
for (auto it : num_in_deck)
{
if (it.second > owned_cards[it.first->m_id])
{
if ((card->m_category == CardCategory::dominion_alpha) && use_maxed_dominions && !is_in_recipe(card, owned_alpha_dominion))
{
if (it.first->m_id != 50002)
{
num_under[it.first->m_id] += it.second - owned_cards[it.first->m_id];
}
continue;
}
return false;
}
}
if (!num_under.empty())
{
std::map<const Card *, unsigned> &refund = dominion_refund[owned_alpha_dominion->m_fusion_level][owned_alpha_dominion->m_level];
for (auto &refund_it : refund)
{
unsigned refund_id = refund_it.first->m_id;
if (!num_under.count(refund_id))
{
continue;
}
num_under[refund_id] = safe_minus(num_under[refund_id], refund_it.second);
if (!num_under[refund_id])
{
num_under.erase(refund_id);
}
}
}
return num_under.empty();
}
std::string alpha_dominion_cost(const Card *dom_card)
{
assert(dom_card->m_category == CardCategory::dominion_alpha);
if (!owned_alpha_dominion)
{
return "(no owned alpha dominion)";
}
std::unordered_map<unsigned, unsigned> _owned_cards;
std::unordered_map<unsigned, unsigned> refund_owned_cards;
std::map<const Card *, unsigned> num_cards;
std::map<const Card *, unsigned> &refund = dominion_refund[owned_alpha_dominion->m_fusion_level][owned_alpha_dominion->m_level];
unsigned own_dom_id = 50002;
if (is_in_recipe(dom_card, owned_alpha_dominion))
{
own_dom_id = owned_alpha_dominion->m_id;
}
else if (owned_alpha_dominion->m_id != 50002)
{
for (auto &it : refund)
{
if (it.first->m_category != CardCategory::dominion_material)
{
continue;
}
refund_owned_cards[it.first->m_id] += it.second;
}
}
_owned_cards[own_dom_id] = 1;
get_required_cards_before_upgrade(_owned_cards, {dom_card}, num_cards);
std::string value("");
for (auto &it : num_cards)
{
if (it.first->m_category != CardCategory::dominion_material)
{
continue;
}
value += it.first->m_name + " x " + std::to_string(it.second) + ", ";
}
if (!is_in_recipe(dom_card, owned_alpha_dominion))
{
num_cards.clear();
get_required_cards_before_upgrade(_owned_cards, {owned_alpha_dominion}, num_cards);
value += "using refund: ";
for (auto &it : refund)
{
signed num_under(it.second - (signed)num_cards[it.first]);
value += it.first->m_name + " x " + std::to_string(it.second) + "/" + std::to_string(num_under) + ", ";
}
}
// remove trailing ', ' for non-empty string / replace empty by '(none)'
if (!value.empty())
{
value.erase(value.end() - 2, value.end());
}
else
{
value += "(none)";
}
return value;
}
// check if claim_cards is necessary => i.e. can the deck be build from the ownedcards
bool claim_cards_needed(const std::vector<const Card *> &card_list)
{
std::map<const Card *, unsigned> num_cards;
get_required_cards_before_upgrade(card_list, num_cards);
for (const auto &it : num_cards)
{
const Card *card = it.first;
if (card->m_category == CardCategory::dominion_material && use_maxed_dominions)
continue;
if (card->m_category == CardCategory::dominion_alpha && use_maxed_dominions)
continue;
unsigned num_to_claim = safe_minus(it.second, owned_cards[card->m_id]);
if (num_to_claim > 0)
{
return true;
}
}
return false;
}
void claim_cards(const std::vector<const Card *> &card_list)
{
std::map<const Card *, unsigned> num_cards;
get_required_cards_before_upgrade(card_list, num_cards);
for (const auto &it : num_cards)
{
const Card *card = it.first;
if (card->m_category == CardCategory::dominion_material)
continue;
if (card->m_category == CardCategory::dominion_alpha)
continue;
unsigned num_to_claim = safe_minus(it.second, owned_cards[card->m_id]);
if (num_to_claim > 0)
{
owned_cards[card->m_id] += num_to_claim;
if (debug_print >= 0)
{
std::cerr << "WARNING: Need extra " << num_to_claim << " " << card->m_name << " to build your initial deck: adding to owned card list.\n";
}
}
}
}
bool valid_deck(Deck *your_deck)
{
if (claim_cards_needed({your_deck->commander}))
return false;
if (claim_cards_needed(your_deck->cards))
return false;
if (your_deck->alpha_dominion && claim_cards_needed({your_deck->alpha_dominion}))
return false;
return true; // valid
}
//------------------------------------------------------------------------------
FinalResults<long double> compute_score(const EvaluatedResults &results, std::vector<long double> &factors)
{
FinalResults<long double> final{0, 0, 0, 0, 0, 0, results.second};
long double max_possible = max_possible_score[(size_t)optimization_mode];
for (unsigned index(0); index < results.first.size(); ++index)
{
// std::cout << results.second << " " << results.first[index].points << " " << results.first[index].count << std::endl;
final.wins += results.first[index].wins * factors[index] * results.second / results.first[index].count;
final.draws += results.first[index].draws * factors[index] * results.second / results.first[index].count;
final.losses += results.first[index].losses * factors[index] * results.second / results.first[index].count;
// APN
auto trials = results.second;
auto prob = 1 - confidence_level;
auto successes = results.first[index].points * results.second / results.first[index].count / max_possible;
if (successes > trials)
{
successes = trials;
// printf("WARNING: biominal successes > trials");
_DEBUG_MSG(2, "WARNING: biominal successes > trials");
}
auto lower_bound = boost::math::binomial_distribution<>::find_lower_bound_on_p(trials, successes, prob) * max_possible;
auto upper_bound = boost::math::binomial_distribution<>::find_upper_bound_on_p(trials, successes, prob) * max_possible;
if (use_harmonic_mean)
{
final.points += factors[index] / (results.first[index].points * results.second / results.first[index].count);
final.points_lower_bound += factors[index] / lower_bound;
final.points_upper_bound += factors[index] / upper_bound;
}
else
{
final.points += results.first[index].points * factors[index] * results.second / results.first[index].count;
final.points_lower_bound += lower_bound * factors[index];
final.points_upper_bound += upper_bound * factors[index];
}
}
long double factor_sum = std::accumulate(factors.begin(), factors.end(), 0.);
final.wins /= factor_sum * (long double)results.second;
final.draws /= factor_sum * (long double)results.second;
final.losses /= factor_sum * (long double)results.second;
if (use_harmonic_mean)
{
final.points = factor_sum / ((long double)results.second * final.points);
final.points_lower_bound = factor_sum / final.points_lower_bound;
final.points_upper_bound = factor_sum / final.points_upper_bound;
}
else
{
final.points /= factor_sum * (long double)results.second;
final.points_lower_bound /= factor_sum;
final.points_upper_bound /= factor_sum;
}
return final;
}
//------------------------------------------------------------------------------
//------------------------------------------------------------------------------
// Per thread data.
// seed should be unique for each thread.
// d1 and d2 are intended to point to read-only process-wide data.
void SimulationData::set_decks(std::vector<Deck *> const your_decks_, std::vector<Deck *> const &enemy_decks_)
{
for (unsigned i(0); i < your_decks_.size(); ++i)
{
your_decks[i].reset(your_decks_[i]->clone());
your_hands[i]->deck = your_decks[i].get();
}
for (unsigned i(0); i < enemy_decks_.size(); ++i)
{
enemy_decks[i].reset(enemy_decks_[i]->clone());
enemy_hands[i]->deck = enemy_decks[i].get();
}
}
std::vector<std::unordered_map<std::string, std::string>> Process::samples()
{
std::vector<std::unordered_map<std::string, std::string>> samples;
int i = 0;
// loop over partial ids and prefix with f add to fmap
auto ids = partial_ids();
for (auto const &ydeck : your_decks)
{
auto yids = ydeck->sorted_ids();
for (auto const &edeck : enemy_decks)
{
auto eids = edeck->sorted_ids();
std::unordered_map<std::string, std::string> fmap;
i = 0;
for (auto const &id : ids)
{
fmap.emplace("f" + std::to_string(i), std::to_string(id));