tyrant_optimize.cpp

// 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 <cassert>
#include <chrono>
#include <cstring>
#include <ctime>
#include <functional>
#include <iostream>
#include <map>
#include <set>
#include <stack>
#include <string>
#include <tuple>
#include <vector>
#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/tokenizer.hpp>
#include "card.h"
#include "cards.h"
#include "deck.h"
#include "read.h"
#include "sim.h"
#include "tyrant.h"
#include "xml.h"

struct Requirement
{
    std::unordered_map<const Card*, unsigned> num_cards;
};

namespace {
    gamemode_t gamemode{fight};
    OptimizationMode optimization_mode{OptimizationMode::notset};
    std::map<unsigned, unsigned> owned_cards;
    bool use_owned_cards{true};
    unsigned min_deck_len{1};
    unsigned max_deck_len{10};
    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};
#ifdef TUO_MODE_OPEN_THE_DECK
    bool mode_open_the_deck{false};
#endif
    unsigned use_fused_card_level{0};
    unsigned use_fused_commander_level{0};
    bool show_ci{false};
    bool use_harmonic_mean{false};
    unsigned iterations_multiplier{10};
    unsigned sim_seed{0};
    Requirement requirement;
#ifndef NQUEST
    Quest quest;
#endif
    std::unordered_set<unsigned> allowed_candidates;
    std::unordered_set<unsigned> disallowed_candidates;
}

using namespace std::placeholders;
//------------------------------------------------------------------------------
std::string card_id_name(const Card* card)
{
    std::stringstream ios;
    if (card)
    {
        ios << "[" << card->m_id << "] " << card->m_name;
    }
    else
    {
        ios << "-void-";
    }
    return ios.str();
}
std::string card_slot_id_names(const std::vector<std::pair<signed, const Card *>> card_list)
{
    if (card_list.empty())
    {
        return "-void-";
    }
    std::stringstream ios;
    std::string separator = "";
    for (const auto & card_it : card_list)
    {
        ios << separator;
        separator = ", ";
        if (card_it.first >= 0)
        { ios << card_it.first << " "; }
        ios << "[" << card_it.second->m_id << "] " << card_it.second->m_name;
    }
    return ios.str();
}
//------------------------------------------------------------------------------
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(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 only if fund is used
    while (fund > 0 && !unresolved_cards.empty())
    {
        auto card_it = unresolved_cards.end();
        auto card = *(-- card_it);
        unresolved_cards.erase(card_it);
        if ((use_fused_card_level > 0 && card->m_set == 1000 && card->m_rarity <= 2 && card->m_level == 1) ||  // assume unlimited common/rare level-1 cards (standard set) under endgame 1|2
            (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];
//            std::cout << "-" << num_under << " " << card->m_name << "\n"; // XXX
            deck_cost += num_under * card->m_recipe_cost;
            for (auto recipe_it : card->m_recipe_cards)
            {
                num_cards[recipe_it.first] += num_under * recipe_it.second;
//                std::cout << "+" << num_under * recipe_it.second << " " << recipe_it.first->m_name << "\n"; // XXX
                unresolved_cards.insert(recipe_it.first);
            }
        }
    }
//    std::cout << "\n"; // XXX
    return deck_cost;
}

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_owned_or_can_be_fused(const Card * card)
{
    if (owned_cards[card->m_id])
    { return true; }
    if (!fund)
    { return false; }
    std::map<const Card *, unsigned> num_in_deck;
    unsigned deck_cost = get_required_cards_before_upgrade({card}, num_in_deck);
    if (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; }
    }
    for (auto it: num_in_deck)
    {
        if (it.second > owned_cards[it.first->m_id])
        { return false; }
    }
    return true;
}

// remove val from oppo if found, otherwise append val to self
template <typename C>
void append_unless_remove(C & self, C & oppo, typename C::const_reference val)
{
    for (auto it = oppo.begin(); it != oppo.end(); ++ it)
    {
        if (*it == val)
        {
            oppo.erase(it);
            return;
        }
    }
    self.push_back(val);
}

// insert card at to_slot into deck limited by fund; store deck_cost
// return true if affordable
bool adjust_deck(Deck * deck, const signed from_slot, const signed to_slot, const Card * card, unsigned fund, std::mt19937 & re, unsigned & deck_cost,
        std::vector<std::pair<signed, const Card *>> & cards_out, std::vector<std::pair<signed, const Card *>> & cards_in)
{
    bool is_random = deck->strategy == DeckStrategy::random;
    cards_out.clear();
    cards_in.clear();
    if (from_slot < 0)
    { // change commander
        cards_out.emplace_back(-1, deck->commander);
        deck->commander = card;
        cards_in.emplace_back(-1, deck->commander);
        deck_cost = get_deck_cost(deck);
        return (deck_cost <= fund);
    }
    if (from_slot < (signed)deck->cards.size())
    { // remove card from the deck
        cards_out.emplace_back(is_random ? -1 : from_slot, deck->cards[from_slot]);
        deck->cards.erase(deck->cards.begin() + from_slot);
    }
    if (card == nullptr)
    { // remove card (no new replacement for removed card)
        deck_cost = get_deck_cost(deck);
        return (deck_cost <= fund);
    }

    // backup deck cards
    const Card * old_commander = deck->commander;
    std::vector<const Card *> cards = deck->cards;

    // try to add new card into the deck, downgrade it if necessary
    {
        const Card * candidate_card = card;
        deck->commander = nullptr;
        deck->cards.clear();
        deck->cards.emplace_back(card);
        deck_cost = get_deck_cost(deck);
        if (!use_top_level_card && (deck_cost > fund))
        {
            while ((deck_cost > fund) && !candidate_card->is_low_level_card())
            {
                candidate_card = candidate_card->downgraded();
                deck->cards[0] = candidate_card;
                deck_cost = get_deck_cost(deck);
            }
        }
        if (deck_cost > fund)
        { return false; }
        cards_in.emplace_back(is_random ? -1 : to_slot, deck->cards[0]);
    }

    // try to add commander into the deck, downgrade it if necessary
    {
        const Card * candidate_card = old_commander;
        deck->commander = candidate_card;
        deck_cost = get_deck_cost(deck);
        if (!use_top_level_commander && (deck_cost > fund))
        {
            while ((deck_cost > fund) && !candidate_card->is_low_level_card())
            {
                candidate_card = candidate_card->downgraded();
                deck->commander = candidate_card;
                deck_cost = get_deck_cost(deck);
            }
        }
        if (deck_cost > fund)
        { return false; }
        if (deck->commander != old_commander)
        {
            append_unless_remove(cards_out, cards_in, {-1, old_commander});
            append_unless_remove(cards_in, cards_out, {-1, deck->commander});
        }
    }

    // added backuped deck cards back (place cards strictly before/after card inserted above according to slot index)
    for (signed i = 0; i < (signed)cards.size(); ++ i)
    {
        // try to add cards[i] into the deck, downgrade it if necessary
        const Card * candidate_card = cards[i];
        auto in_it = deck->cards.end() - (i < to_slot); // (before/after according to slot index)
        in_it = deck->cards.insert(in_it, candidate_card);
        deck_cost = get_deck_cost(deck);
        if (!use_top_level_card && (deck_cost > fund))
        {
            while ((deck_cost > fund) && !candidate_card->is_low_level_card())
            {
                candidate_card = candidate_card->downgraded();
                *in_it = candidate_card;
                deck_cost = get_deck_cost(deck);
            }
        }
        if (deck_cost > fund)
        { return false; }
        if (*in_it != cards[i])
        {
            append_unless_remove(cards_out, cards_in, {is_random ? -1 : i + (i >= from_slot), cards[i]});
            append_unless_remove(cards_in, cards_out, {is_random ? -1 : i + (i >= to_slot), *in_it});
        }
    }
    return !cards_in.empty() || !cards_out.empty();
}

unsigned check_requirement(const Deck* deck, const Requirement & requirement
#ifndef NQUEST
    , const Quest & quest
#endif
)
{
    unsigned gap = safe_minus(min_deck_len, deck->cards.size());
    if (!requirement.num_cards.empty())
    {
        std::unordered_map<const Card*, unsigned> num_cards;
        num_cards[deck->commander] = 1;
        for (auto card: deck->cards)
        {
            ++ num_cards[card];
        }
        for (auto it: requirement.num_cards)
        {
            gap += safe_minus(it.second, num_cards[it.first]);
        }
    }
#ifndef NQUEST
    if (quest.quest_type != QuestType::none)
    {
        unsigned potential_value = 0;
        switch (quest.quest_type)
        {
            case QuestType::skill_use:
            case QuestType::skill_damage:
                for (const auto & ss: deck->commander->m_skills)
                {
                    if (quest.quest_key == ss.id)
                    {
                        potential_value = quest.quest_value;
                        break;
                    }
                }
                break;
            case QuestType::faction_assault_card_kill:
            case QuestType::type_card_kill:
                potential_value = quest.quest_value;
                break;
            default:
                break;
        }
        for (auto card: deck->cards)
        {
            switch (quest.quest_type)
            {
                case QuestType::skill_use:
                case QuestType::skill_damage:
                    for (const auto & ss: card->m_skills)
                    {
                        if (quest.quest_key == ss.id)
                        {
                            potential_value = quest.quest_value;
                            break;
                        }
                    }
                    break;
                case QuestType::faction_assault_card_use:
                    potential_value += (quest.quest_key == card->m_faction);
                    break;
                case QuestType::type_card_use:
                    potential_value += (quest.quest_key == card->m_type);
                    break;
                default:
                    break;
            }
            if (potential_value >= (quest.must_fulfill ? quest.quest_value : 1))
            {
                break;
            }
        }
        gap += safe_minus(quest.must_fulfill ? quest.quest_value : 1, potential_value);
    }
#endif
    return gap;
}

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;
        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";
            }
        }
    }
}

//------------------------------------------------------------------------------
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)
    {
        final.wins += results.first[index].wins * factors[index];
        final.draws += results.first[index].draws * factors[index];
        final.losses += results.first[index].losses * factors[index];
        auto lower_bound = boost::math::binomial_distribution<>::find_lower_bound_on_p(results.second, results.first[index].points / max_possible, 1 - confidence_level) * max_possible;
        auto upper_bound = boost::math::binomial_distribution<>::find_upper_bound_on_p(results.second, results.first[index].points / max_possible, 1 - confidence_level) * max_possible;
        if (use_harmonic_mean)
        {
            final.points += factors[index] / results.first[index].points;
            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];
            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;
}
//------------------------------------------------------------------------------
volatile unsigned thread_num_iterations{0}; // written by threads
EvaluatedResults *thread_results{nullptr}; // written by threads
volatile const FinalResults<long double> *thread_best_results{nullptr};
volatile bool thread_compare{false};
volatile bool thread_compare_stop{false}; // written by threads
volatile bool destroy_threads;
//------------------------------------------------------------------------------
// Per thread data.
// seed should be unique for each thread.
// d1 and d2 are intended to point to read-only process-wide data.
struct SimulationData
{
    std::mt19937 re;
    const Cards& cards;
    const Decks& decks;
    std::shared_ptr<Deck> your_deck;
    Hand your_hand;
    std::vector<std::shared_ptr<Deck>> enemy_decks;
    std::vector<Hand*> enemy_hands;
    std::vector<long double> factors;
    gamemode_t gamemode;
#ifndef NQUEST
    Quest quest;
#endif
    std::unordered_map<unsigned, unsigned> your_bg_effects, enemy_bg_effects;
    std::vector<SkillSpec> your_bg_skills, enemy_bg_skills;

    SimulationData(unsigned seed, const Cards& cards_, const Decks& decks_, unsigned num_enemy_decks_, std::vector<long double> factors_, gamemode_t gamemode_,
#ifndef NQUEST
            Quest & quest_,
#endif
            std::unordered_map<unsigned, unsigned>& your_bg_effects_, std::unordered_map<unsigned, unsigned>& enemy_bg_effects_,
            std::vector<SkillSpec>& your_bg_skills_, std::vector<SkillSpec>& enemy_bg_skills_) :
        re(seed),
        cards(cards_),
        decks(decks_),
        your_deck(),
        your_hand(nullptr),
        enemy_decks(num_enemy_decks_),
        factors(factors_),
        gamemode(gamemode_),
#ifndef NQUEST
        quest(quest_),
#endif
        your_bg_effects(your_bg_effects_),
        enemy_bg_effects(enemy_bg_effects_),
        your_bg_skills(your_bg_skills_),
        enemy_bg_skills(enemy_bg_skills_)
    {
        for (size_t i = 0; i < num_enemy_decks_; ++i)
        {
            enemy_hands.emplace_back(new Hand(nullptr));
        }
    }

    ~SimulationData()
    {
        for (auto hand: enemy_hands) { delete(hand); }
    }

    void set_decks(const Deck* const your_deck_, std::vector<Deck*> const & enemy_decks_)
    {
        your_deck.reset(your_deck_->clone());
        your_hand.deck = your_deck.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();
        }
    }

    inline std::vector<Results<uint64_t>> evaluate()
    {
        std::vector<Results<uint64_t>> res;
        res.reserve(enemy_hands.size());
        for (Hand* enemy_hand: enemy_hands)
        {
            your_hand.reset(re);
            enemy_hand->reset(re);
            Field fd(re, cards, your_hand, *enemy_hand, gamemode, optimization_mode,
#ifndef NQUEST
                quest,
#endif
                your_bg_effects, enemy_bg_effects, your_bg_skills, enemy_bg_skills);
            Results<uint64_t> result(play(&fd));
#ifdef TUO_MODE_OPEN_THE_DECK
            if (mode_open_the_deck)
            {
                double //points_scale = 1.0;
                points_scale = (fd.players[1]->deck->cards.size() - fd.players[1]->deck->shuffled_cards.size())
                    / (float) fd.players[1]->deck->cards.size();
                result.points *= points_scale;
            }
#endif
            res.emplace_back(result);
        }
        return(res);
    }
};
//------------------------------------------------------------------------------
class Process;
void thread_evaluate(boost::barrier& main_barrier,
                     boost::mutex& shared_mutex,
                     SimulationData& sim,
                     const Process& p,
                     unsigned thread_id);
//------------------------------------------------------------------------------
class Process
{
public:
    unsigned num_threads;
    std::vector<boost::thread*> threads;
    std::vector<SimulationData*> threads_data;
    boost::barrier main_barrier;
    boost::mutex shared_mutex;
    const Cards& cards;
    const Decks& decks;
    Deck* your_deck;
    const std::vector<Deck*> enemy_decks;
    std::vector<long double> factors;
    gamemode_t gamemode;
#ifndef NQUEST
    Quest quest;
#endif
    std::unordered_map<unsigned, unsigned> your_bg_effects, enemy_bg_effects;
    std::vector<SkillSpec> your_bg_skills, enemy_bg_skills;

    Process(unsigned num_threads_, const Cards& cards_, const Decks& decks_, Deck* your_deck_, std::vector<Deck*> enemy_decks_, std::vector<long double> factors_, gamemode_t gamemode_,
#ifndef NQUEST
            Quest & quest_,
#endif
            std::unordered_map<unsigned, unsigned>& your_bg_effects_, std::unordered_map<unsigned, unsigned>& enemy_bg_effects_,
            std::vector<SkillSpec>& your_bg_skills_, std::vector<SkillSpec>& enemy_bg_skills_) :
        num_threads(num_threads_),
        main_barrier(num_threads+1),
        cards(cards_),
        decks(decks_),
        your_deck(your_deck_),
        enemy_decks(enemy_decks_),
        factors(factors_),
        gamemode(gamemode_),
#ifndef NQUEST
        quest(quest_),
#endif
        your_bg_effects(your_bg_effects_),
        enemy_bg_effects(enemy_bg_effects_),
        your_bg_skills(your_bg_skills_),
        enemy_bg_skills(enemy_bg_skills_)
    {
        destroy_threads = false;
        unsigned seed(sim_seed ? sim_seed : std::chrono::system_clock::now().time_since_epoch().count() * 2654435761);  // Knuth multiplicative hash
        if (num_threads_ == 1)
        {
            std::cout << "RNG seed " << seed << std::endl;
        }
        for (unsigned i(0); i < num_threads; ++i)
        {
            threads_data.push_back(new SimulationData(seed + i, cards, decks, enemy_decks.size(), factors, gamemode,
#ifndef NQUEST
                quest,
#endif
                your_bg_effects, enemy_bg_effects, your_bg_skills, enemy_bg_skills));
            threads.push_back(new boost::thread(thread_evaluate, std::ref(main_barrier), std::ref(shared_mutex), std::ref(*threads_data.back()), std::ref(*this), i));
        }
    }

    ~Process()
    {
        destroy_threads = true;
        main_barrier.wait();
        for (auto thread: threads) { thread->join(); }
        for (auto data: threads_data) { delete(data); }
    }

    EvaluatedResults & evaluate(unsigned num_iterations, EvaluatedResults & evaluated_results)
    {
        if (num_iterations <= evaluated_results.second)
        {
            return evaluated_results;
        }
        thread_num_iterations = num_iterations - evaluated_results.second;
        thread_results = &evaluated_results;
        thread_compare = false;
        // unlock all the threads
        main_barrier.wait();
        // wait for the threads
        main_barrier.wait();
        return evaluated_results;
    }

    EvaluatedResults & compare(unsigned num_iterations, EvaluatedResults & evaluated_results, const FinalResults<long double> & best_results)
    {
        if (num_iterations <= evaluated_results.second)
        {
            return evaluated_results;
        }
        thread_num_iterations = num_iterations - evaluated_results.second;
        thread_results = &evaluated_results;
        thread_best_results = &best_results;
        thread_compare = true;
        thread_compare_stop = false;
        // unlock all the threads
        main_barrier.wait();
        // wait for the threads
        main_barrier.wait();
        return evaluated_results;
    }
};
//------------------------------------------------------------------------------
void thread_evaluate(boost::barrier& main_barrier,
                     boost::mutex& shared_mutex,
                     SimulationData& sim,
                     const Process& p,
                     unsigned thread_id)
{
    while (true)
    {
        main_barrier.wait();
        sim.set_decks(p.your_deck, p.enemy_decks);
        if (destroy_threads)
        { return; }
        while (true)
        {
            shared_mutex.lock(); //<<<<
            if (thread_num_iterations == 0 || (thread_compare && thread_compare_stop)) //!
            {
                shared_mutex.unlock(); //>>>>
                main_barrier.wait();
                break;
            }
            else
            {
                --thread_num_iterations; //!
                shared_mutex.unlock(); //>>>>
                std::vector<Results<uint64_t>> result{sim.evaluate()};
                shared_mutex.lock(); //<<<<
                std::vector<uint64_t> thread_score_local(thread_results->first.size(), 0u); //!
                for (unsigned index(0); index < result.size(); ++index)
                {
                    thread_results->first[index] += result[index]; //!
                    thread_score_local[index] = thread_results->first[index].points; //!
                }
                ++thread_results->second; //!
                unsigned thread_total_local{thread_results->second}; //!
                shared_mutex.unlock(); //>>>>
                if (thread_compare && thread_id == 0 && thread_total_local > 1)
                {
                    unsigned score_accum = 0;
                    // Multiple defense decks case: scaling by factors and approximation of a "discrete" number of events.
                    if (result.size() > 1)
                    {
                        long double score_accum_d = 0.0;
                        for (unsigned i = 0; i < thread_score_local.size(); ++i)
                        {
                            score_accum_d += thread_score_local[i] * sim.factors[i];
                        }
                        score_accum_d /= std::accumulate(sim.factors.begin(), sim.factors.end(), .0);
                        score_accum = score_accum_d;
                    }
                    else
                    {
                        score_accum = thread_score_local[0];
                    }
                    bool compare_stop(false);
                    long double max_possible = max_possible_score[(size_t)optimization_mode];
                    // Get a loose (better than no) upper bound. TODO: Improve it.
                    compare_stop = (boost::math::binomial_distribution<>::find_upper_bound_on_p(thread_total_local, score_accum / max_possible, 1 - confidence_level) * max_possible <
                            thread_best_results->points + min_increment_of_score);
                    if (compare_stop)
                    {
                        shared_mutex.lock(); //<<<<
                        //std::cout << thread_total_local << "\n";
                        thread_compare_stop = true; //!
                        shared_mutex.unlock(); //>>>>
                    }
                }
            }
        }
    }
}
//------------------------------------------------------------------------------
void print_score_info(const EvaluatedResults& results, std::vector<long double>& factors)
{
    auto final = compute_score(results, factors);
    std::cout << final.points << " (";
    if (show_ci)
    {
        std::cout << final.points_lower_bound << "-" << final.points_upper_bound << ", ";
    }
    for (const auto & val: results.first)
    {
        switch(optimization_mode)
        {
            case OptimizationMode::raid:
            case OptimizationMode::campaign:
            case OptimizationMode::brawl:
            case OptimizationMode::brawl_defense:
            case OptimizationMode::war:
#ifndef NQUEST
            case OptimizationMode::quest:
                std::cout << val.points << " ";
                break;
#endif
            default:
                std::cout << val.points / 100 << " ";
                break;
        }
    }
    std::cout << "/ " << results.second << ")" << std::endl;
}
//------------------------------------------------------------------------------
void print_results(const EvaluatedResults& results, std::vector<long double>& factors)
{
    auto final = compute_score(results, factors);
    std::cout << "win%: " << final.wins * 100.0 << " (";
    for (const auto & val : results.first)
    {
        std::cout << val.wins << " ";
    }
    std::cout << "/ " << results.second << ")" << std::endl;

    std::cout << "stall%: " << final.draws * 100.0 << " (";
    for (const auto & val : results.first)
    {
        std::cout << val.draws << " ";
    }
    std::cout << "/ " << results.second << ")" << std::endl;

    std::cout << "loss%: " << final.losses * 100.0 << " (";
    for (const auto & val : results.first)
    {
        std::cout << val.losses << " ";
    }
    std::cout << "/ " << results.second << ")" << std::endl;

#ifndef NQUEST
    if (optimization_mode == OptimizationMode::quest)
    {
        // points = win% * win_score + (must_win ? win% : 100%) * quest% * quest_score
        // quest% = (points - win% * win_score) / (must_win ? win% : 100%) / quest_score
        std::cout << "quest%: " << (final.points - final.wins * quest.win_score) / (quest.must_win ? final.wins : 1) / quest.quest_score * 100 << std::endl;
    }
#endif

    unsigned min_score = min_possible_score[(size_t)optimization_mode];
    unsigned max_score = max_possible_score[(size_t)optimization_mode];
    switch(optimization_mode)
    {
        case OptimizationMode::raid:
        case OptimizationMode::campaign:
        case OptimizationMode::brawl:
        case OptimizationMode::brawl_defense:
        case OptimizationMode::war:
#ifndef NQUEST
        case OptimizationMode::quest:
#endif
            std::cout << "score: " << final.points;
            if (optimization_mode == OptimizationMode::brawl)
            {
                auto win_points = final.wins ? ((final.points - min_score * (1.0 - final.wins)) / final.wins) : final.points;
                std::cout << " [" << win_points << " per win]";
            }
            else if (optimization_mode == OptimizationMode::brawl_defense)
            {
                auto opp_win_points = final.losses ? max_score - ((final.points - (max_score - min_score) * (1.0 - final.losses)) / final.losses) : final.points;
                std::cout << " [" << opp_win_points << " per opp win]";
            }
            std::cout << " (";
            for (const auto & val: results.first)
            {
                std::cout << val.points << " ";
            }
            std::cout << "/ " << results.second << ")" << std::endl;
            if (show_ci)
            {
                std::cout << "ci: " << final.points_lower_bound << " - " << final.points_upper_bound << std::endl;
            }
            break;
        default:
            break;
    }
}
//------------------------------------------------------------------------------
void print_deck_inline(const unsigned deck_cost, const FinalResults<long double> score, Deck * deck)
{
    // print units count
    std::cout << deck->cards.size() << " units: ";

    // print deck cost (if fund is enabled)
    if (fund > 0)
    {
        std::cout << "$" << deck_cost << " ";
    }

    // print optimization result details
    switch(optimization_mode)
    {
        case OptimizationMode::raid:
        case OptimizationMode::campaign:
        case OptimizationMode::brawl:
        case OptimizationMode::brawl_defense:
        case OptimizationMode::war:
#ifndef NQUEST
        case OptimizationMode::quest:
#endif
            std::cout << "(" << score.wins * 100 << "% win";
#ifndef NQUEST
            if (optimization_mode == OptimizationMode::quest)
            {
                std::cout << ", " << (score.points - score.wins * quest.win_score) / (quest.must_win ? score.wins : 1) / quest.quest_score * 100 << "% quest";
            }
#endif
            if (show_ci)
            {
                std::cout << ", " << score.points_lower_bound << "-" << score.points_upper_bound;
            }
            std::cout << ") ";
            break;
        case OptimizationMode::defense:
            std::cout << "(" << score.draws * 100.0 << "% stall) ";
            break;
        default:
            break;
    }
    std::cout << score.points;
    unsigned min_score = min_possible_score[(size_t)optimization_mode];
    unsigned max_score = max_possible_score[(size_t)optimization_mode];
    if (optimization_mode == OptimizationMode::brawl)
    {
        auto win_points = score.wins ? ((score.points - min_score * (1.0 - score.wins)) / score.wins) : score.points;
        std::cout << " [" << win_points << " per win]";
    }
    else if (optimization_mode == OptimizationMode::brawl_defense)
    {
        auto opp_win_points = score.losses ? max_score - ((score.points - (max_score - min_score) * (1.0 - score.losses)) / score.losses) : score.points;
        std::cout << " [" << opp_win_points << " per opp win]";
    }

    // print commander
    std::cout << ": " << deck->commander->m_name;

    // print dominions
    if (deck->alpha_dominion)
    { std::cout << ", " << deck->alpha_dominion->m_name; }

    // print deck cards
    if (deck->strategy == DeckStrategy::random)
    {
        std::sort(deck->cards.begin(), deck->cards.end(), [](const Card* a, const Card* b) { return a->m_id < b->m_id; });
    }
    std::string last_name;
    unsigned num_repeat(0);
    for (const Card* card: deck->cards)
    {
        if (card->m_name == last_name)
        {
            ++ num_repeat;
        }
        else
        {
            if (num_repeat > 1)
            {
                std::cout << " #" << num_repeat;
            }
            std::cout << ", " << card->m_name;
            last_name = card->m_name;
            num_repeat = 1;
        }
    }
    if (num_repeat > 1)
    {
        std::cout << " #" << num_repeat;
    }
    std::cout << std::endl;
}
//------------------------------------------------------------------------------
void hill_climbing(unsigned num_min_iterations, unsigned num_iterations, Deck* d1, Process& proc, Requirement & requirement
#ifndef NQUEST
    , Quest & quest
#endif
)
{
	EvaluatedResults zero_results = { EvaluatedResults::first_type(proc.enemy_decks.size()), 0 };
    auto best_deck = d1->hash();
    std::map<std::string, EvaluatedResults> evaluated_decks{{best_deck, zero_results}};
    EvaluatedResults & results = proc.evaluate(num_min_iterations, evaluated_decks.begin()->second);
    print_score_info(results, proc.factors);
    auto current_score = compute_score(results, proc.factors);
    auto best_score = current_score;
    const Card* best_commander = d1->commander;
    std::vector<const Card*> best_cards = d1->cards;
    unsigned deck_cost = get_deck_cost(d1);
    fund = std::max(fund, deck_cost);
    print_deck_inline(deck_cost, best_score, d1);
    std::mt19937 & re = proc.threads_data[0]->re;
    unsigned best_gap = check_requirement(d1, requirement
#ifndef NQUEST
        , quest
#endif
    );
    bool is_random = d1->strategy == DeckStrategy::random;
    bool deck_has_been_improved = true;
    unsigned long skipped_simulations = 0;
    std::vector<const Card*> commander_candidates;
    std::vector<const Card*> card_candidates;
    std::vector<std::pair<signed, const Card *>> cards_out, cards_in;

    // resolve available to player cards
    auto player_assaults_and_structures = proc.cards.player_commanders;
    player_assaults_and_structures.insert(player_assaults_and_structures.end(), proc.cards.player_structures.begin(), proc.cards.player_structures.end());
    player_assaults_and_structures.insert(player_assaults_and_structures.end(), proc.cards.player_assaults.begin(), proc.cards.player_assaults.end());
    for (auto card: player_assaults_and_structures)
    {
        // try to skip a card unless it's allowed
        if (!allowed_candidates.count(card->m_id))
        {
            // skip non-top-level cards (adjust_deck() will try to downgrade them if necessary)
            bool use_top_level = (card->m_type == CardType::commander) ? use_top_level_commander : use_top_level_card;
            if (!card->is_top_level_card() and (fund || use_top_level || !owned_cards[card->m_id]))
            { continue; }

            // skip disallowed
            if (disallowed_candidates.count(card->m_id))
            { continue; }

            // skip lowest fusion levels
            unsigned use_fused_level = (card->m_type == CardType::commander) ? use_fused_commander_level : use_fused_card_level;
            if (card->m_fusion_level < use_fused_level)
            { continue; }
        }

        // skip unavailable cards anyway when ownedcards is used
        if (use_owned_cards && !is_owned_or_can_be_fused(card))
        { continue; }

        // enqueue candidate
        if (card->m_type == CardType::commander)
        {
            commander_candidates.emplace_back(card);
        }
        else
        {
            card_candidates.emplace_back(card);
        }
    }
    // append NULL as void card as well
    card_candidates.emplace_back(nullptr);

    // << main climbing loop >>
    for (unsigned from_slot(freezed_cards), dead_slot(freezed_cards); ;
            from_slot = std::max(freezed_cards, (from_slot + 1) % std::min<unsigned>(max_deck_len, best_cards.size() + 1)))
    {
        if (deck_has_been_improved)
        {
            dead_slot = from_slot;
            deck_has_been_improved = false;
        }
        else if (from_slot == dead_slot || best_score.points - target_score > -1e-9)
        {
            if (best_score.n_sims >= num_iterations || best_gap > 0)
            { break; }
            auto & prev_results = evaluated_decks[best_deck];
            skipped_simulations += prev_results.second;
            // Re-evaluate the best deck
            auto evaluate_result = proc.evaluate(std::min(prev_results.second * iterations_multiplier, num_iterations), prev_results);
            best_score = compute_score(evaluate_result, proc.factors);
            std::cout << "Results refined: ";
            print_score_info(evaluate_result, proc.factors);
            dead_slot = from_slot;
        }
        if (best_score.points - target_score > -1e-9)
        { continue; }
        if (requirement.num_cards.count(best_commander) == 0)
        {
            // << commander candidate loop >>
            for (const Card* commander_candidate: commander_candidates)
            {
                if (best_score.points - target_score > -1e-9)
                { break; }
                // Various checks to check if the card is accepted
                assert(commander_candidate->m_type == CardType::commander);
                if (commander_candidate->m_name == best_commander->m_name)
                { continue; }
                d1->commander = best_commander;
                d1->cards = best_cards;
                if (!adjust_deck(d1, -1, -1, commander_candidate, fund, re, deck_cost, cards_out, cards_in))
                { continue; }
                unsigned new_gap = check_requirement(d1, requirement
#ifndef NQUEST
                    , quest
#endif
                );
                if (new_gap > 0 && new_gap >= best_gap)
                { continue; }
                auto && cur_deck = d1->hash();
                auto && emplace_rv = evaluated_decks.insert({cur_deck, zero_results});
                auto & prev_results = emplace_rv.first->second;
                if (!emplace_rv.second)
                {
                    skipped_simulations += prev_results.second;
                }
                // Evaluate new deck
                auto compare_results = proc.compare(best_score.n_sims, prev_results, best_score);
                current_score = compute_score(compare_results, proc.factors);
                // Is it better ?
                if (new_gap < best_gap || current_score.points > best_score.points + min_increment_of_score)
                {
                    std::cout << "Deck improved: " << d1->hash() << ": " << card_slot_id_names(cards_out) << " -> " << card_slot_id_names(cards_in) << ": ";
                    // Then update best score/commander, print stuff
                    best_gap = new_gap;
                    best_score = current_score;
                    best_deck = cur_deck;
                    best_commander = commander_candidate;
                    best_cards = d1->cards;
                    deck_has_been_improved = true;
                    print_score_info(compare_results, proc.factors);
                    print_deck_inline(deck_cost, best_score, d1);
                }
            }
            // Now that all commanders are evaluated, take the best one
            d1->commander = best_commander;
            d1->cards = best_cards;
        }

        // shuffle candidates
        std::shuffle(card_candidates.begin(), card_candidates.end(), re);

        // << card candidate loop >>
        for (const Card* card_candidate: card_candidates)
        {
            // Various checks to check if the card is accepted
            assert(!card_candidate || card_candidate->m_type != CardType::commander);
            for (unsigned to_slot(is_random ? from_slot : card_candidate ? freezed_cards : (best_cards.size() - 1));
                    to_slot < (is_random ? (from_slot + 1) : (best_cards.size() + (from_slot < best_cards.size() ? 0 : 1)));
                    ++ to_slot)
            {
                d1->commander = best_commander;
                d1->cards = best_cards;
                if (card_candidate ?
                        (from_slot < best_cards.size() && (from_slot == to_slot && card_candidate->m_name == best_cards[to_slot]->m_name)) // 2 Omega -> 2 Omega
                        :
                        (from_slot == best_cards.size())) // void -> void
                { continue; }
                if (!adjust_deck(d1, from_slot, to_slot, card_candidate, fund, re, deck_cost, cards_out, cards_in))
                { continue; }
                unsigned new_gap = check_requirement(d1, requirement
#ifndef NQUEST
                    , quest
#endif
                );
                if (new_gap > 0 && new_gap >= best_gap)
                { continue; }
                auto && cur_deck = d1->hash();
                auto && emplace_rv = evaluated_decks.insert({cur_deck, zero_results});
                auto & prev_results = emplace_rv.first->second;
                if (!emplace_rv.second)
                {
                    skipped_simulations += prev_results.second;
                }
                // Evaluate new deck
                auto compare_results = proc.compare(best_score.n_sims, prev_results, best_score);
                current_score = compute_score(compare_results, proc.factors);
                // Is it better ?
                if (new_gap < best_gap || current_score.points > best_score.points + min_increment_of_score)
                {
                    // Then update best score/slot, print stuff
                    std::cout << "Deck improved: " << d1->hash() << ": " << card_slot_id_names(cards_out) << " -> " << card_slot_id_names(cards_in) << ": ";
                    best_gap = new_gap;
                    best_score = current_score;
                    best_deck = cur_deck;
                    best_commander = d1->commander;
                    best_cards = d1->cards;
                    deck_has_been_improved = true;
                    print_score_info(compare_results, proc.factors);
                    print_deck_inline(deck_cost, best_score, d1);
                }
            }
            if (best_score.points - target_score > -1e-9)
            { break; }
        }
        d1->commander = best_commander;
        d1->cards = best_cards;
    }
    d1->commander = best_commander;
    d1->cards = best_cards;
    unsigned simulations = 0;
    for (auto evaluation: evaluated_decks)
    { simulations += evaluation.second.second; }
    std::cout << "Evaluated " << evaluated_decks.size() << " decks (" << simulations << " + " << skipped_simulations << " simulations)." << std::endl;
    std::cout << "Optimized Deck: ";
    print_deck_inline(get_deck_cost(d1), best_score, d1);
}
//------------------------------------------------------------------------------
enum Operation {
    noop,
    simulate,
    climb,
    reorder,
    debug,
    debuguntil,
};
//------------------------------------------------------------------------------
extern void(*skill_table[Skill::num_skills])(Field*, CardStatus* src_status, const SkillSpec&);
void print_available_effects()
{
    std::cout << "Available effects besides activation skills:\n"
        "  Bloodlust X\n"
        "  Brigade\n"
        "  Counterflux\n"
        "  Divert\n"
        "  EnduringRage\n"
        "  Fortification\n"
        "  Heroism\n"
        "  ZealotsPreservation\n"
        "  Metamorphosis\n"
        "  Revenge X\n"
        "  TurningTides\n"
        "  Virulence\n"
        "  HaltedOrders\n"
        "  Devour X\n"
        ;
}
void usage(int argc, char** argv)
{
    std::cout << "Tyrant Unleashed Optimizer (TUO) " << TYRANT_OPTIMIZER_VERSION << "\n"
        "usage: " << argv[0] << " Your_Deck Enemy_Deck [Flags] [Operations]\n"
        "\n"
        "Your_Deck:\n"
        "  the name/hash/cards of a custom deck.\n"
        "\n"
        "Enemy_Deck:\n"
        "  semicolon separated list of defense decks, syntax:\n"
        "  deck1[:factor1];deck2[:factor2];...\n"
        "  where deck is the name/hash/cards of a mission, raid, quest or custom deck, and factor is optional. The default factor is 1.\n"
        "  example: \'fear:0.2;slowroll:0.8\' means fear is the defense deck 20% of the time, while slowroll is the defense deck 80% of the time.\n"
        "\n"
        "Flags:\n"
        "  -e \"<effect>\": set the battleground effect; you may use -e multiple times.\n"
        "  -r: the attack deck is played in order instead of randomly (respects the 3 cards drawn limit).\n"
        "  -s: use surge (default is fight).\n"
        "  -t <num>: set the number of threads, default is 4.\n"
        "  win:     simulate/optimize for win rate. default for non-raids.\n"
        "  defense: simulate/optimize for win rate + stall rate. can be used for defending deck or win rate oriented raid simulations.\n"
        "  raid:    simulate/optimize for average raid damage (ARD). default for raids.\n"
        "Flags for climb:\n"
        "  -c: don't try to optimize the commander.\n"
        "  -L <min> <max>: restrict deck size between <min> and <max>.\n"
        "  -o: restrict to the owned cards listed in \"data/ownedcards.txt\".\n"
        "  -o=<filename>: restrict to the owned cards listed in <filename>.\n"
        "  fund <num>: invest <num> SP to upgrade cards.\n"
        "  target <num>: stop as soon as the score reaches <num>.\n"
        "\n"
        "Operations:\n"
        "  sim <num>: simulate <num> battles to evaluate a deck.\n"
        "  climb <num>: perform hill-climbing starting from the given attack deck, using up to <num> battles to evaluate a deck.\n"
        "  reorder <num>: optimize the order for given attack deck, using up to <num> battles to evaluate an order.\n"
#ifndef NDEBUG
        "  debug: testing purpose only. very verbose output. only one battle.\n"
        "  debuguntil <min> <max>: testing purpose only. fight until the last fight results in range [<min>, <max>]. recommend to redirect output.\n"
#endif
        ;
}

std::string skill_description(const SkillSpec& s);

bool parse_bge(
    std::string bge_name,
    unsigned player,
    const std::unordered_map<std::string, std::string>& bge_aliases,
    std::unordered_map<unsigned, unsigned>& your_bg_effects,
    std::unordered_map<unsigned, unsigned>& enemy_bg_effects,
    std::vector<SkillSpec>& your_bg_skills,
    std::vector<SkillSpec>& enemy_bg_skills,
    std::unordered_set<std::string> used_bge_aliases
)
{
    // skip empty
    trim(bge_name);
    if (bge_name.empty()) { return true; }

    // is effect combined?
    if (bge_name.find_first_of(";|") != std::string::npos)
    {
        std::vector<std::string> bges;
        boost::split(bges, bge_name, boost::is_any_of(";|"));
        for (auto && next_bge: bges)
        {
            if (!parse_bge(next_bge, player, bge_aliases, your_bg_effects, enemy_bg_effects, your_bg_skills, enemy_bg_skills, used_bge_aliases))
            { return false; }
        }
        return true;
    }

    // try to resolve bge name as alias
    std::string simple_bge_name = simplify_name(bge_name);
    const auto bge_alias_itr = bge_aliases.find(simple_bge_name);
    if (bge_alias_itr != bge_aliases.end())
    {
        if (!used_bge_aliases.insert(simple_bge_name).second)
        {
            throw std::runtime_error("BGE alias: " + bge_name + ": Circular reference");
        }
        return parse_bge(bge_alias_itr->second, player, bge_aliases, your_bg_effects, enemy_bg_effects, your_bg_skills, enemy_bg_skills, used_bge_aliases);
    }

    // parse as passive or skill based BGE
    std::vector<std::string> tokens, skill_name_list;
    boost::split(tokens, bge_name, boost::is_any_of(" -"));
    boost::split(skill_name_list, tokens[0], boost::is_any_of("+"));
    try
    {
        for (auto && skill_name: skill_name_list)
        {
            PassiveBGE::PassiveBGE passive_bge_id = passive_bge_name_to_id(skill_name);
            Skill::Skill skill_id = skill_name_to_id(skill_name);
            if (passive_bge_id != PassiveBGE::no_bge)
            {
                // map bge id to its value (if present otherwise zero)
                auto bge_value = (tokens.size() > 1) ? boost::lexical_cast<unsigned>(tokens[1]) : 0;
                if ((player == 0) or (player == 2))
                    your_bg_effects[passive_bge_id] = bge_value;
                if ((player == 1) or (player == 2))
                    enemy_bg_effects[passive_bge_id] = bge_value;
            }
            else if (skill_table[skill_id] != nullptr)
            {
                unsigned skill_index = 1;
                // activation BG skill
                SkillSpec bg_skill{skill_id, 0, allfactions, 0, 0, Skill::no_skill, Skill::no_skill, false};

                // skill [ ALL | N ] ...
                if (skill_index < tokens.size() && boost::to_lower_copy(tokens[skill_index]) == "all")
                {
                    bg_skill.all = true;
                    skill_index += 1;
                }
                else if (skill_index + 1 < tokens.size() && isdigit(*tokens[skill_index].c_str()))
                {
                    bg_skill.n = boost::lexical_cast<unsigned>(tokens[skill_index]);
                    skill_index += 1;
                }

                // skill n [ FACTION ] ...
                if ((skill_index + 1) < tokens.size())
                {
                    for (auto f = allfactions + 1; f < num_factions; ++f)
                    {
                        if (boost::to_lower_copy(tokens[skill_index]) == faction_names[f])
                        {
                            bg_skill.y = static_cast<Faction>(f);
                            skill_index += 1;
                            break;
                        }
                    }
                }

                if (skill_index < tokens.size())
                {
                    bg_skill.s = skill_name_to_id(tokens[skill_index]);
                    if (bg_skill.s != Skill::no_skill)
                    {
                        skill_index += 1;
                        if (skill_index < tokens.size() && (boost::to_lower_copy(tokens[skill_index]) == "to" || boost::to_lower_copy(tokens[skill_index]) == "into"))
                        {
                            skill_index += 1;
                        }
                        if (skill_index < tokens.size())
                        {
                            bg_skill.s2 = skill_name_to_id(tokens[skill_index]);
                            if (bg_skill.s2 != Skill::no_skill)
                            {
                                skill_index += 1;
                            }
                        }
                    }
                }
                if (skill_index < tokens.size())
                {
                    if (bg_skill.id == Skill::jam || bg_skill.id == Skill::overload)
                    {
                        bg_skill.n = boost::lexical_cast<unsigned>(tokens[skill_index]);
                    }
                    else
                    {
                        bg_skill.x = boost::lexical_cast<unsigned>(tokens[skill_index]);
                    }
                }
                switch (player)
                {
                case 0:
                    your_bg_skills.push_back(bg_skill);
                    break;
                case 1:
                    enemy_bg_skills.push_back(bg_skill);
                    break;
                case 2:
                    your_bg_skills.push_back(bg_skill);
                    enemy_bg_skills.push_back(bg_skill);
                    break;
                default:
                    throw std::runtime_error("Bad player number: " + boost::lexical_cast<std::string>(player));
                }
            }
            else
            {
                std::cerr << "Error: unrecognized effect \"" << bge_name << "\".\n";
                print_available_effects();
                return false;
            }
        }
    }
    catch (const boost::bad_lexical_cast & e)
    {
        throw std::runtime_error("Expect a number in effect \"" + bge_name + "\"");
    }
    return true;
}

int main(int argc, char** argv)
{
    if (argc == 2 && strcmp(argv[1], "-version") == 0)
    {
        std::cout << "Tyrant Unleashed Optimizer " << TYRANT_OPTIMIZER_VERSION << std::endl;
        return 0;
    }
    if (argc <= 2)
    {
        usage(argc, argv);
        return 255;
    }

    unsigned opt_num_threads(4);
    DeckStrategy::DeckStrategy opt_your_strategy(DeckStrategy::random);
    DeckStrategy::DeckStrategy opt_enemy_strategy(DeckStrategy::random);
	std::string opt_forts, opt_enemy_forts;
	std::string opt_doms, opt_enemy_doms;
    std::string opt_hand, opt_enemy_hand;
    std::string opt_vip;
    std::string opt_allow_candidates;
    std::string opt_disallow_candidates;
    std::string opt_disallow_recipes;
#ifndef NQUEST
    std::string opt_quest;
#endif
    std::string opt_target_score;
    std::vector<std::string> fn_suffix_list{"",};
    std::vector<std::string> opt_owned_cards_str_list;
    bool opt_do_optimization(false);
    bool opt_keep_commander{false};
    std::vector<std::tuple<unsigned, unsigned, Operation>> opt_todo;
    std::vector<std::string> opt_effects[3];  // 0-you; 1-enemy; 2-global
    std::unordered_map<unsigned, unsigned> opt_bg_effects[2];
    std::vector<SkillSpec> opt_bg_skills[2];
    std::unordered_set<unsigned> disallowed_recipes;

    for (int argIndex = 3; argIndex < argc; ++argIndex)
    {
        // Codec
        if (strcmp(argv[argIndex], "ext_b64") == 0)
        {
            hash_to_ids = hash_to_ids_ext_b64;
            encode_deck = encode_deck_ext_b64;
        }
        else if (strcmp(argv[argIndex], "wmt_b64") == 0)
        {
            hash_to_ids = hash_to_ids_wmt_b64;
            encode_deck = encode_deck_wmt_b64;
        }
        else if (strcmp(argv[argIndex], "ddd_b64") == 0)
        {
            hash_to_ids = hash_to_ids_ddd_b64;
            encode_deck = encode_deck_ddd_b64;
        }
        // Base Game Mode
        else if (strcmp(argv[argIndex], "fight") == 0)
        {
            gamemode = fight;
        }
        else if (strcmp(argv[argIndex], "-s") == 0 || strcmp(argv[argIndex], "surge") == 0)
        {
            gamemode = surge;
        }
        // Base Scoring Mode
        else if (strcmp(argv[argIndex], "win") == 0)
        {
            optimization_mode = OptimizationMode::winrate;
        }
        else if (strcmp(argv[argIndex], "defense") == 0)
        {
            optimization_mode = OptimizationMode::defense;
        }
        else if (strcmp(argv[argIndex], "raid") == 0)
        {
            optimization_mode = OptimizationMode::raid;
        }
        // Mode Package
        else if (strcmp(argv[argIndex], "campaign") == 0)
        {
            gamemode = surge;
            optimization_mode = OptimizationMode::campaign;
        }
        else if (strcmp(argv[argIndex], "pvp") == 0)
        {
            gamemode = fight;
            optimization_mode = OptimizationMode::winrate;
        }
        else if (strcmp(argv[argIndex], "pvp-defense") == 0)
        {
            gamemode = surge;
            optimization_mode = OptimizationMode::defense;
        }
        else if (strcmp(argv[argIndex], "brawl") == 0)
        {
            gamemode = surge;
            optimization_mode = OptimizationMode::brawl;
        }
        else if (strcmp(argv[argIndex], "brawl-defense") == 0)
        {
            gamemode = fight;
            optimization_mode = OptimizationMode::brawl_defense;
        }
        else if (strcmp(argv[argIndex], "gw") == 0)
        {
            gamemode = surge;
            optimization_mode = OptimizationMode::winrate;
        }
        else if (strcmp(argv[argIndex], "gw-defense") == 0)
        {
            gamemode = fight;
            optimization_mode = OptimizationMode::defense;
        }
        // Others
        else if (strcmp(argv[argIndex], "keep-commander") == 0 || strcmp(argv[argIndex], "-c") == 0)
        {
            opt_keep_commander = true;
        }
        else if (strcmp(argv[argIndex], "effect") == 0 || strcmp(argv[argIndex], "-e") == 0)
        {
            opt_effects[2].push_back(argv[argIndex + 1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "ye") == 0 || strcmp(argv[argIndex], "yeffect") == 0)
        {
            opt_effects[0].push_back(argv[argIndex + 1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "ee") == 0 || strcmp(argv[argIndex], "eeffect") == 0)
        {
            opt_effects[1].push_back(argv[argIndex + 1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "freeze") == 0 || strcmp(argv[argIndex], "-F") == 0)
        {
            freezed_cards = atoi(argv[argIndex + 1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "-L") == 0)
        {
            min_deck_len = atoi(argv[argIndex + 1]);
            max_deck_len = atoi(argv[argIndex + 2]);
            argIndex += 2;
        }
        else if (strcmp(argv[argIndex], "-o-") == 0)
        {
            use_owned_cards = false;
        }
        else if (strcmp(argv[argIndex], "-o") == 0)
        {
            opt_owned_cards_str_list.push_back("data/ownedcards.txt");
            use_owned_cards = true;
        }
        else if (strncmp(argv[argIndex], "-o=", 3) == 0)
        {
            opt_owned_cards_str_list.push_back(argv[argIndex] + 3);
            use_owned_cards = true;
        }
        else if (strncmp(argv[argIndex], "_", 1) == 0)
        {
            fn_suffix_list.push_back(argv[argIndex]);
        }
        else if (strcmp(argv[argIndex], "fund") == 0)
        {
            fund = atoi(argv[argIndex+1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "random") == 0)
        {
            opt_your_strategy = DeckStrategy::random;
        }
        else if (strcmp(argv[argIndex], "-r") == 0 || strcmp(argv[argIndex], "ordered") == 0)
        {
            opt_your_strategy = DeckStrategy::ordered;
        }
        else if (strcmp(argv[argIndex], "exact-ordered") == 0)
        {
            opt_your_strategy = DeckStrategy::exact_ordered;
        }
        else if (strcmp(argv[argIndex], "enemy:ordered") == 0)
        {
            opt_enemy_strategy = DeckStrategy::ordered;
        }
        else if (strcmp(argv[argIndex], "enemy:exact-ordered") == 0)
        {
            opt_enemy_strategy = DeckStrategy::exact_ordered;
        }
        else if (strcmp(argv[argIndex], "endgame") == 0)
        {
            use_fused_card_level = atoi(argv[argIndex+1]);
            argIndex += 1;
        }
#ifndef NQUEST
        else if (strcmp(argv[argIndex], "quest") == 0)
        {
            opt_quest = argv[argIndex+1];
            argIndex += 1;
        }
#endif
        else if (strcmp(argv[argIndex], "threads") == 0 || strcmp(argv[argIndex], "-t") == 0)
        {
            opt_num_threads = atoi(argv[argIndex+1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "target") == 0)
        {
            opt_target_score = argv[argIndex+1];
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "turnlimit") == 0)
        {
            turn_limit = atoi(argv[argIndex+1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "mis") == 0)
        {
            min_increment_of_score = atof(argv[argIndex+1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "cl") == 0)
        {
            confidence_level = atof(argv[argIndex+1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "+ci") == 0)
        {
            show_ci = true;
        }
        else if (strcmp(argv[argIndex], "+hm") == 0)
        {
            use_harmonic_mean = true;
        }
        else if (strcmp(argv[argIndex], "seed") == 0)
        {
            sim_seed = atoi(argv[argIndex+1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "-v") == 0)
        {
            -- debug_print;
        }
        else if (strcmp(argv[argIndex], "+v") == 0)
        {
            ++ debug_print;
        }
        else if (strcmp(argv[argIndex], "vip") == 0)
        {
            opt_vip = argv[argIndex + 1];
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "allow-candidates") == 0)
        {
            opt_allow_candidates = argv[argIndex + 1];
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "disallow-candidates") == 0)
        {
            opt_disallow_candidates = argv[argIndex + 1];
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "disallow-recipes") == 0)
        {
            opt_disallow_recipes = argv[argIndex + 1];
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "hand") == 0)  // set initial hand for test
        {
            opt_hand = argv[argIndex + 1];
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "enemy:hand") == 0)  // set enemies' initial hand for test
        {
            opt_enemy_hand = argv[argIndex + 1];
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "yf") == 0 || strcmp(argv[argIndex], "yfort") == 0)  // set forts
        {
            opt_forts = std::string(argv[argIndex + 1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "ef") == 0 || strcmp(argv[argIndex], "efort") == 0)  // set enemies' forts
        {
            opt_enemy_forts = std::string(argv[argIndex + 1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "yd") == 0 || strcmp(argv[argIndex], "ydom") == 0)  // set dominions
        {
            opt_doms = std::string(argv[argIndex + 1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "ed") == 0 || strcmp(argv[argIndex], "edom") == 0)  // set enemies' dominions
        {
            opt_enemy_doms = std::string(argv[argIndex + 1]);
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "sim") == 0)
        {
            opt_todo.push_back(std::make_tuple((unsigned)atoi(argv[argIndex + 1]), 0u, simulate));
            if (std::get<0>(opt_todo.back()) < 10) { opt_num_threads = 1; }
            argIndex += 1;
        }
        // climbing tasks
        else if (strcmp(argv[argIndex], "climbex") == 0)
        {
            opt_todo.push_back(std::make_tuple((unsigned)atoi(argv[argIndex + 1]), (unsigned)atoi(argv[argIndex + 2]), climb));
            if (std::get<1>(opt_todo.back()) < 10) { opt_num_threads = 1; }
            opt_do_optimization = true;
            argIndex += 2;
        }
        else if (strcmp(argv[argIndex], "climb") == 0)
        {
            opt_todo.push_back(std::make_tuple((unsigned)atoi(argv[argIndex + 1]), (unsigned)atoi(argv[argIndex + 1]), climb));
            if (std::get<1>(opt_todo.back()) < 10) { opt_num_threads = 1; }
            opt_do_optimization = true;
            argIndex += 1;
        }
        else if (strcmp(argv[argIndex], "reorder") == 0)
        {
            opt_todo.push_back(std::make_tuple((unsigned)atoi(argv[argIndex + 1]), (unsigned)atoi(argv[argIndex + 1]), reorder));
            if (std::get<1>(opt_todo.back()) < 10) { opt_num_threads = 1; }
            argIndex += 1;
        }
        // climbing options
        else if (strncmp(argv[argIndex], "climb-opts:", 11) == 0)
        {
            std::string climb_opts_str(argv[argIndex] + 11);
            boost::tokenizer<boost::char_delimiters_separator<char>> climb_opts{climb_opts_str, boost::char_delimiters_separator<char>{false, ",", ""}};
            for (const auto & opt : climb_opts)
            {
                const auto delim_pos = opt.find("=");
                const bool has_value = (delim_pos != std::string::npos);
                const std::string & opt_name = has_value ? opt.substr(0, delim_pos) : opt;
                const std::string opt_value{has_value ? opt.substr(delim_pos + 1) : opt};
                auto ensure_opt_value = [](const bool has_value, const std::string & opt_name)
                {
                    if (!has_value)
                    { throw std::runtime_error("climb-opts:" + opt_name + " requires an argument"); }
                };
                if ((opt_name == "iter-mul") or (opt_name == "iterations-multiplier"))
                {
                    ensure_opt_value(has_value, opt_name);
                    iterations_multiplier = std::stoi(opt_value);
                }
                else if ((opt_name == "egc") or (opt_name == "endgame-commander") or (opt_name == "min-commander-fusion-level"))
                {
                    ensure_opt_value(has_value, opt_name);
                    use_fused_commander_level = std::stoi(opt_value);
                }
                else if (opt_name == "use-all-commander-levels")
                {
                    use_top_level_commander = false;
                }
                else if (opt_name == "use-all-card-levels")
                {
                    use_top_level_card = false;
                }
                else if ((opt_name == "otd") or (opt_name == "open-the-deck"))
                {
#ifdef TUO_MODE_OPEN_THE_DECK
                    mode_open_the_deck = true;
#else
                    throw std::runtime_error("Ooops! open-the-deck mode isn't supported (you need to rebuild tuo with -DTUO_MODE_OPEN_THE_DECK)");
#endif
                }
                else
                {
                    std::cerr << "Error: Unknown climb option " << opt_name;
                    if (has_value)
                    { std::cerr << " (value is: " << opt_value << ")"; }
                    std::cerr << std::endl;
                    return 1;
                }
            }
        }
        else if (strcmp(argv[argIndex], "debug") == 0)
        {
            opt_todo.push_back(std::make_tuple(0u, 0u, debug));
            opt_num_threads = 1;
        }
        else if (strcmp(argv[argIndex], "debuguntil") == 0)
        {
            // output the debug info for the first battle that min_score <= score <= max_score.
            // E.g., 0 0: lose; 100 100: win (non-raid); 20 100: at least 20 damage (raid).
            opt_todo.push_back(std::make_tuple((unsigned)atoi(argv[argIndex + 1]), (unsigned)atoi(argv[argIndex + 2]), debuguntil));
            opt_num_threads = 1;
            argIndex += 2;
        }
        else
        {
            std::cerr << "Error: Unknown option " << argv[argIndex] << std::endl;
            return 1;
        }
    }

    Cards all_cards;
    Decks decks;
    std::unordered_map<std::string, std::string> bge_aliases;
    load_skills_set_xml(all_cards, "data/skills_set.xml", true);
    for (unsigned section = 1;
            load_cards_xml(all_cards, "data/cards_section_" + to_string(section) + ".xml", false);
            ++ section);
    all_cards.organize();
    for (const auto & suffix: fn_suffix_list)
    {
        load_decks_xml(decks, all_cards, "data/missions" + suffix + ".xml", "data/raids" + suffix + ".xml", suffix.empty());
        load_recipes_xml(all_cards, "data/fusion_recipes_cj2" + suffix + ".xml", suffix.empty());
        read_card_abbrs(all_cards, "data/cardabbrs" + suffix + ".txt");
    }
    for (const auto & suffix: fn_suffix_list)
    {
        load_custom_decks(decks, all_cards, "data/customdecks" + suffix + ".txt");
        map_keys_to_set(read_custom_cards(all_cards, "data/allowed_candidates" + suffix + ".txt", false), allowed_candidates);
        map_keys_to_set(read_custom_cards(all_cards, "data/disallowed_candidates" + suffix + ".txt", false), disallowed_candidates);
        map_keys_to_set(read_custom_cards(all_cards, "data/disallowed_recipes" + suffix + ".txt", false), disallowed_recipes);
    }

    read_bge_aliases(bge_aliases, "data/bges.txt");

    fill_skill_table();

    if (opt_do_optimization and use_owned_cards)
    {
        if (opt_owned_cards_str_list.empty())
        {  // load default files only if specify no -o=
            for (const auto & suffix: fn_suffix_list)
            {
                std::string filename = "data/ownedcards" + suffix + ".txt";
                if (boost::filesystem::exists(filename))
                {
                    opt_owned_cards_str_list.push_back(filename);
                }
            }
        }
        for (const auto & oc_str: opt_owned_cards_str_list)
        {
            read_owned_cards(all_cards, owned_cards, oc_str);
        }
    }

    for (int player = 2; player >= 0; -- player)
    {
        for (auto && opt_effect: opt_effects[player])
        {
            std::unordered_set<std::string> used_bge_aliases;
            if (!parse_bge(opt_effect, player, bge_aliases, opt_bg_effects[0], opt_bg_effects[1], opt_bg_skills[0], opt_bg_skills[1], used_bge_aliases))
            {
                return 1;
            }
        }
    }

    std::string your_deck_name{argv[1]};
    std::string enemy_deck_list{argv[2]};
    auto && deck_list_parsed = parse_deck_list(enemy_deck_list, decks);

    Deck* your_deck{nullptr};
    std::vector<Deck*> enemy_decks;
    std::vector<long double> enemy_decks_factors;

    try
    {
        your_deck = find_deck(decks, all_cards, your_deck_name)->clone();
    }
    catch(const std::runtime_error& e)
    {
        std::cerr << "Error: Deck " << your_deck_name << ": " << e.what() << std::endl;
        return 1;
    }
    if (your_deck == nullptr)
    {
        std::cerr << "Error: Invalid attack deck name/hash " << your_deck_name << ".\n";
    }
    else if (!your_deck->variable_cards.empty())
    {
        std::cerr << "Error: Invalid attack deck " << your_deck_name << ": has optional cards.\n";
        your_deck = nullptr;
    }
    if (your_deck == nullptr)
    {
        usage(argc, argv);
        return 255;
    }

    your_deck->strategy = opt_your_strategy;
    if (!opt_forts.empty())
    {
        try
        {
            your_deck->add_forts(opt_forts + ",");
        }
        catch(const std::runtime_error& e)
        {
            std::cerr << "Error: yfort " << opt_forts << ": " << e.what() << std::endl;
            return 1;
        }
    }
    if (!opt_doms.empty())
    {
        try
        {
            your_deck->add_dominions(opt_doms + ",", true);
        }
        catch(const std::runtime_error& e)
        {
            std::cerr << "Error: ydom " << opt_doms << ": " << e.what() << std::endl;
            return 1;
        }
    }

    try
    {
        your_deck->set_vip_cards(opt_vip);
    }
    catch(const std::runtime_error& e)
    {
        std::cerr << "Error: vip " << opt_vip << ": " << e.what() << std::endl;
        return 1;
    }

    // parse allowed candidates from options
    try
    {
        auto && id_marks = string_to_ids(all_cards, opt_allow_candidates, "allowed-candidates");
        for (const auto & cid : id_marks.first)
        {
            allowed_candidates.insert(cid);
        }
    }
    catch(const std::runtime_error& e)
    {
        std::cerr << "Error: allow-candidates " << opt_allow_candidates << ": " << e.what() << std::endl;
        return 1;
    }

    // parse disallowed candidates from options
    try
    {
        auto && id_marks = string_to_ids(all_cards, opt_disallow_candidates, "disallowed-candidates");
        for (const auto & cid : id_marks.first)
        {
            disallowed_candidates.insert(cid);
        }
    }
    catch(const std::runtime_error& e)
    {
        std::cerr << "Error: disallow-candidates " << opt_disallow_candidates << ": " << e.what() << std::endl;
        return 1;
    }

    // parse & drop disallowed recipes
    try
    {
        auto && id_dis_recipes = string_to_ids(all_cards, opt_disallow_recipes, "disallowed-recipes");
        for (auto & cid : id_dis_recipes.first)
        { all_cards.erase_fusion_recipe(cid); }
    }
    catch(const std::runtime_error& e)
    {
        std::cerr << "Error: disallow-recipes " << opt_disallow_recipes << ": " << e.what() << std::endl;
        return 1;
    }
    for (auto cid : disallowed_recipes)
    { all_cards.erase_fusion_recipe(cid); }

#ifndef NQUEST
    if (!opt_quest.empty())
    {
        try
        {
            optimization_mode = OptimizationMode::quest;
            std::vector<std::string> tokens;
            boost::split(tokens, opt_quest, boost::is_any_of(" -"));
            if (tokens.size() < 3)
            {
                throw std::runtime_error("Expect one of: su n skill; sd n skill; cu n faction/strcture; ck n structure");
            }
            auto type_str = boost::to_lower_copy(tokens[0]);
            quest.quest_value = boost::lexical_cast<unsigned>(tokens[1]);
            auto key_str = boost::to_lower_copy(tokens[2]);
            unsigned quest_index = 3;
            if (type_str == "su" || type_str == "sd")
            {
                Skill::Skill skill_id = skill_name_to_id(key_str);
                if (skill_id == Skill::no_skill)
                {
                    std::cerr << "Error: Expect skill in quest \"" << opt_quest << "\".\n";
                    return 1;
                }
                quest.quest_type = type_str == "su" ? QuestType::skill_use : QuestType::skill_damage;
                quest.quest_key = skill_id;
            }
            else if (type_str == "cu" || type_str == "ck")
            {
                if (key_str == "assault")
                {
                    quest.quest_type = type_str == "cu" ? QuestType::type_card_use : QuestType::type_card_kill;
                    quest.quest_key = CardType::assault;
                }
                else if (key_str == "structure")
                {
                    quest.quest_type = type_str == "cu" ? QuestType::type_card_use : QuestType::type_card_kill;
                    quest.quest_key = CardType::structure;
                }
                else
                {
                    for (unsigned i = 1; i < Faction::num_factions; ++ i)
                    {
                        if (key_str == boost::to_lower_copy(faction_names[i]))
                        {
                            quest.quest_type = type_str == "cu" ? QuestType::faction_assault_card_use : QuestType::faction_assault_card_kill;
                            quest.quest_key = i;
                            break;
                        }
                    }
                    if (quest.quest_key == 0)
                    {
                        std::cerr << "Error: Expect assault, structure or faction in quest \"" << opt_quest << "\".\n";
                        return 1;
                    }
                }
            }
            else if (type_str == "cs")
            {
                unsigned card_id;
                unsigned card_num;
                char num_sign;
                char mark;
                try
                {
                    parse_card_spec(all_cards, key_str, card_id, card_num, num_sign, mark);
                    quest.quest_type = QuestType::card_survival;
                    quest.quest_key = card_id;
                }
                catch (const std::runtime_error& e)
                {
                    std::cerr << "Error: Expect a card in quest \"" << opt_quest << "\".\n";
                    return 1;
                }
            }
            else if (type_str == "suoc" && tokens.size() >= 4)
            {
                Skill::Skill skill_id = skill_name_to_id(key_str);
                if (skill_id == Skill::no_skill)
                {
                    std::cerr << "Error: Expect skill in quest \"" << opt_quest << "\".\n";
                    return 1;
                }
                unsigned card_id;
                unsigned card_num;
                char num_sign;
                char mark;
                try
                {
                    parse_card_spec(all_cards, boost::to_lower_copy(tokens[3]), card_id, card_num, num_sign, mark);
                    quest_index += 1;
                    quest.quest_type = QuestType::skill_use;
                    quest.quest_key = skill_id;
                    quest.quest_2nd_key = card_id;
                }
                catch (const std::runtime_error& e)
                {
                    std::cerr << "Error: Expect a card in quest \"" << opt_quest << "\".\n";
                    return 1;
                }
            }
            else
            {
                throw std::runtime_error("Expect one of: su n skill; sd n skill; cu n faction/strcture; ck n structure");
            }
            quest.quest_score = quest.quest_value;
            for (unsigned i = quest_index; i < tokens.size(); ++ i)
            {
                const auto & token = tokens[i];
                if (token == "each")
                {
                    quest.must_fulfill = true;
                    quest.quest_score = 100;
                }
                else if (token == "win")
                { quest.must_win = true; }
                else if (token.substr(0, 2) == "q=")
                { quest.quest_score = boost::lexical_cast<unsigned>(token.substr(2)); }
                else if (token.substr(0, 2) == "w=")
                { quest.win_score = boost::lexical_cast<unsigned>(token.substr(2)); }
                else
                { throw std::runtime_error("Cannot recognize " + token); }
            }
            max_possible_score[(size_t)optimization_mode] = quest.quest_score + quest.win_score;
        }
        catch (const boost::bad_lexical_cast & e)
        {
            std::cerr << "Error: Expect a number in quest \"" << opt_quest << "\".\n";
            return 1;
        }
        catch (const std::runtime_error& e)
        {
            std::cerr << "Error: quest " << opt_quest << ": " << e.what() << std::endl;
            return 1;
        }
    }
#endif

    try
    {
        your_deck->set_given_hand(opt_hand);
    }
    catch(const std::runtime_error& e)
    {
        std::cerr << "Error: hand " << opt_hand << ": " << e.what() << std::endl;
        return 1;
    }

    if (opt_keep_commander)
    {
        requirement.num_cards[your_deck->commander] = 1;
    }
    for (auto && card_mark: your_deck->card_marks)
    {
        auto && card = card_mark.first < 0 ? your_deck->commander : your_deck->cards[card_mark.first];
        auto mark = card_mark.second;
        if ((mark == '!') && ((card_mark.first >= 0) || !opt_keep_commander))
        {
            requirement.num_cards[card] += 1;
        }
    }

    target_score = opt_target_score.empty() ? max_possible_score[(size_t)optimization_mode] : boost::lexical_cast<long double>(opt_target_score);

    for (auto deck_parsed: deck_list_parsed)
    {
        Deck* enemy_deck{nullptr};
        try
        {
            enemy_deck = find_deck(decks, all_cards, deck_parsed.first);
        }
        catch(const std::runtime_error& e)
        {
            std::cerr << "Error: Deck " << deck_parsed.first << ": " << e.what() << std::endl;
            return 1;
        }
        if (enemy_deck == nullptr)
        {
            std::cerr << "Error: Invalid defense deck name/hash " << deck_parsed.first << ".\n";
            usage(argc, argv);
            return 1;
        }
        if (optimization_mode == OptimizationMode::notset)
        {
            if (enemy_deck->decktype == DeckType::raid)
            {
                optimization_mode = OptimizationMode::raid;
            }
            else if (enemy_deck->decktype == DeckType::campaign)
            {
                gamemode = surge;
                optimization_mode = OptimizationMode::campaign;
            }
            else
            {
                optimization_mode = OptimizationMode::winrate;
            }
        }
        enemy_deck->strategy = opt_enemy_strategy;
        if (!opt_enemy_doms.empty())
        {
            try
            {
                enemy_deck->add_dominions(opt_enemy_doms + ",", true);
            }
            catch(const std::runtime_error& e)
            {
                std::cerr << "Error: edom " << opt_enemy_doms << ": " << e.what() << std::endl;
                return 1;
            }
        }
        if (!opt_enemy_forts.empty())
        {
            try
            {
                enemy_deck->add_forts(opt_enemy_forts + ",");
            }
            catch(const std::runtime_error& e)
            {
                std::cerr << "Error: efort " << opt_enemy_forts << ": " << e.what() << std::endl;
                return 1;
            }
        }
        try
        {
            enemy_deck->set_given_hand(opt_enemy_hand);
        }
        catch(const std::runtime_error& e)
        {
            std::cerr << "Error: enemy:hand " << opt_enemy_hand << ": " << e.what() << std::endl;
            return 1;
        }
        enemy_decks.push_back(enemy_deck);
        enemy_decks_factors.push_back(deck_parsed.second);
    }

    // Force to claim cards in your initial deck.
    if (opt_do_optimization and use_owned_cards)
    {
        claim_cards({your_deck->commander});
        claim_cards(your_deck->cards);
    }

    // shrink any oversized deck to maximum of 10 cards + commander
    // NOTE: do this AFTER the call to claim_cards so that passing an initial deck of >10 cards
    //       can be used as a "shortcut" for adding them to owned cards. Also this allows climb
    //       to figure out which are the best 10, rather than restricting climb to the first 10.
    if (your_deck->cards.size() > max_deck_len)
    {
        your_deck->shrink(max_deck_len);
        if (debug_print >= 0)
        {
            std::cerr << "WARNING: Too many cards in your deck. Trimmed.\n";
        }
    }
    freezed_cards = std::min<unsigned>(freezed_cards, your_deck->cards.size());

    if (debug_print >= 0)
    {
        std::cout << "Your Deck: " << (debug_print > 0 ? your_deck->long_description() : your_deck->medium_description()) << std::endl;
        for (const auto & bg_effect: opt_bg_effects[0])
        {
            std::cout << "Your BG Effect: " << passive_bge_names[bg_effect.first];
            if (bg_effect.second)
            {
                std::cout << " " << bg_effect.second;
            }
            std::cout << std::endl;
        }
        for (const auto & bg_skill: opt_bg_skills[0])
        {
            std::cout << "Your BG Skill: " << skill_description(bg_skill) << std::endl;
        }

        for (unsigned i(0); i < enemy_decks.size(); ++i)
        {
            std::cout << "Enemy's Deck:" << enemy_decks_factors[i] << ": " << (debug_print > 0 ? enemy_decks[i]->long_description() : enemy_decks[i]->medium_description()) << std::endl;
        }
        for (const auto & bg_effect: opt_bg_effects[1])
        {
            std::cout << "Enemy's BG Effect: " << passive_bge_names[bg_effect.first];
            if (bg_effect.second)
            {
                std::cout << " " << bg_effect.second;
            }
            std::cout << std::endl;
        }
        for (const auto & bg_skill: opt_bg_skills[1])
        {
            std::cout << "Enemy's BG Skill: " << skill_description(bg_skill) << std::endl;
        }
    }

    Process p(opt_num_threads, all_cards, decks, your_deck, enemy_decks, enemy_decks_factors, gamemode,
#ifndef NQUEST
        quest,
#endif
        opt_bg_effects[0], opt_bg_effects[1], opt_bg_skills[0], opt_bg_skills[1]);

    for (auto op: opt_todo)
    {
        switch(std::get<2>(op))
        {
        case noop:
            break;
        case simulate: {
            EvaluatedResults results = { EvaluatedResults::first_type(enemy_decks.size()), 0 };
            results = p.evaluate(std::get<0>(op), results);
            print_results(results, p.factors);
            break;
        }
        case climb: {
            hill_climbing(std::get<0>(op), std::get<1>(op), your_deck, p, requirement
#ifndef NQUEST
                , quest
#endif
            );
            break;
        }
        case reorder: {
            your_deck->strategy = DeckStrategy::ordered;
            use_owned_cards = true;
            use_top_level_card = false;
            use_top_level_commander = false;
            if (min_deck_len == 1 && max_deck_len == 10)
            {
                min_deck_len = max_deck_len = your_deck->cards.size();
            }
            fund = 0;
            debug_print = -1;
            owned_cards.clear();
            claim_cards({your_deck->commander});
            claim_cards(your_deck->cards);
            hill_climbing(std::get<0>(op), std::get<1>(op), your_deck, p, requirement
#ifndef NQUEST
                , quest
#endif
            );
            break;
        }
        case debug: {
            ++ debug_print;
            debug_str.clear();
            EvaluatedResults results{EvaluatedResults::first_type(enemy_decks.size()), 0};
            results = p.evaluate(1, results);
            print_results(results, p.factors);
            -- debug_print;
            break;
        }
        case debuguntil: {
            ++ debug_print;
            ++ debug_cached;
            while (true)
            {
                debug_str.clear();
                EvaluatedResults results{EvaluatedResults::first_type(enemy_decks.size()), 0};
                results = p.evaluate(1, results);
                auto score = compute_score(results, p.factors);
                if (score.points >= std::get<0>(op) && score.points <= std::get<1>(op))
                {
                    std::cout << debug_str << std::flush;
                    print_results(results, p.factors);
                    break;
                }
            }
            -- debug_cached;
            -- debug_print;
            break;
        }
        }
    }
    return 0;
}