AI 뼈대 다시 잡는중

2020-03-31 02:50:07 +09:00
parent b397c41c9e
commit aa7d01f3d6
4 changed files with 850 additions and 613 deletions
@@ -16,7 +16,7 @@ class AutorunGeneralPolicy{
    static $한계징병 = '한계징병';
    static $고급병종 = '고급병종';
    static $전투준비 = '전투준비';
-    public $소집해제 = '소집해제';
+    static $소집해제 = '소집해제';

    static $출병 = '출병';
    
@@ -26,6 +26,8 @@ class AutorunNationPolicy {
    static $선포 = '선포';
    static $천도 = '천도';

+    
+
    //실제 행동
    static public $defaultPriority = [
        '선포',
@@ -53,6 +55,18 @@ class AutorunNationPolicy {
        'NPC전방발령',
    ];

+    //순서는 중요하지 않음
+    static public $availableInstantTurn = [
+        '유저장긴급포상'=>true,
+        '유저장후방발령'=>true,
+        '유저장전방발령'=>true,
+        '유저장포상'=>true,
+        'NPC긴급포상'=>true,
+        'NPC후방발령'=>true,
+        'NPC포상'=>true,
+        'NPC전방발령'=>true,
+    ];
+
    public $priority = [];

    public $can부대전방발령 = true;
@@ -1,7 +1,13 @@
 <?php
+
 namespace sammo;

-class GeneralAI{
+use Generator;
+use sammo\Command\GeneralCommand;
+use sammo\Command\NationCommand;
+
+class GeneralAI
+{
    /**
     * @var General $general
     */
@@ -46,7 +52,8 @@ class GeneralAI{

    //수뇌용

-    public function __construct(General $general){
+    public function __construct(General $general)
+    {
        $db = DB::db();
        $gameStor = KVStorage::getStorage($db, 'game_env');
        $this->env = $gameStor->getValues(['startyear', 'year', 'month', 'turnterm', 'killturn', 'scenario', 'gold_rate', 'rice_rate', 'develcost']);
@@ -78,14 +85,15 @@ class GeneralAI{
        $this->calcGenType();

        $this->calcDiplomacyState();
-
    }

-    public function getGeneralObj():General{
+    public function getGeneralObj(): General
+    {
        return $this->general;
    }

-    protected function calcGenType(){
+    protected function calcGenType()
+    {
        $leadership = $this->leadership;
        $strength = Util::valueFit($this->strength, 1);
        $intel = Util::valueFit($this->intel, 1);
@@ -97,7 +105,6 @@ class GeneralAI{
                if (Util::randBool($intel / $strength / 2)) {
                    $genType |= self::t지장;
                }
-                
            }
            //지장
        } else {
@@ -116,7 +123,8 @@ class GeneralAI{
        $this->genType = $genType;
    }

-    protected function calcDiplomacyState(){
+    protected function calcDiplomacyState()
+    {
        $db = DB::db();
        $nationID = $this->general->getNationID();
        $env = $this->env;
@@ -142,8 +150,7 @@ class GeneralAI{
            if ($warState == 0) {
                $onWar = true;
                $warTargetNation[$warNationID] = 2;
-            }
-            else{
+            } else {
                $warTargetNation[$warNationID] = 1;
            }
        }
@@ -154,14 +161,11 @@ class GeneralAI{
        $minWarTerm = $db->queryFirstField('SELECT min(term) FROM diplomacy WHERE me = %i AND state=1', $nationID);
        if ($minWarTerm === null) {
            $this->dipState = self::d평화;
-        }
-        else if($minWarTerm > 8){
+        } else if ($minWarTerm > 8) {
            $this->dipState = self::d선포;
-        }
-        else if($minWarTerm > 5){
+        } else if ($minWarTerm > 5) {
            $this->dipState = self::d징병;
-        }
-        else{
+        } else {
            $this->dipState = self::d직전;
        }

@@ -169,14 +173,252 @@ class GeneralAI{
            //전쟁으로 인한 attackable인가?
            if ($onWar) {
                $this->dipState = self::d전쟁;
-            }
-            else{
+            } else {
                $this->dipState = self::d징병;
            }
        }
    }

-    protected function chooseDevelopTurn(bool &$cityFull):array{
+    protected function do부대전방발령(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+    protected function do부대후방발령(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+
+    protected function do부대유저장후방발령(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+    protected function do유저장후방발령(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+    protected function do유저장전방발령(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+
+    protected function doNPC후방발령(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+    protected function doNPC전방발령(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+
+    protected function do유저장긴급포상(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+    protected function do유저장포상(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+    protected function do유저장몰수(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+
+    protected function doNPC긴급포상(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+    protected function doNPC포상(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+    protected function doNPC몰수(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+
+    // 군주 행동
+    protected function do선포(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+    protected function do천도(LastTurn $lastTurn): ?NationCommand
+    {
+        return null;
+    }
+
+    //일반장 행동
+    protected function do일반내정(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    protected function do긴급내정(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    protected function do전쟁내정(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+
+    protected function do금쌀구매(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    protected function do징병(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    protected function do전투준비(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    public function do소집해제(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+
+    protected function do출병(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+
+    protected function doNPC증여(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    protected function doNPC헌납(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+
+    protected function do후방워프(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    protected function do전방워프(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    protected function do내정워프(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+
+    protected function do귀환(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+
+    protected function do임관(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    protected function do집합(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    protected function do건국(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    protected function do선양(GeneralCommand $reservedCommand): ?GeneralCommand
+    {
+        return null;
+    }
+
+    protected function do중립(GeneralCommand $reservedCommand): GeneralCommand
+    {
+        return buildGeneralCommandClass(null, $this->general, $this->env);
+    }
+
+
+
+
+    public function chooseNationTurn(NationCommand $reservedCommand): NationCommand{
+        //TODO: NationTurn과 InstantNationTurn 구분 필요
+        $lastTurn = $reservedCommand->getLastTurn();
+
+        if($reservedCommand->isRunnable()){
+            return $reservedCommand;
+        }
+
+        foreach($this->nationPolicy->priority as $actionName){
+            /** @var ?NationCommand */
+            $result = $this->{'do'.$actionName}($lastTurn);
+            if($result !== null){
+                return $result;
+            }
+        }
+        return buildNationCommandClass(null, $this->general, $this->env, $this->general->getLastTurn());
+    }
+
+    public function chooseInstantNationTurn(NationCommand $reservedCommand): ?NationCommand{
+        if($reservedCommand->isRunnable()){
+            return $reservedCommand;
+        }
+
+        foreach($this->nationPolicy->priority as $actionName){
+            /** @var ?NationCommand */
+            if(!key_exists($actionName, $this->nationPolicy::$availableInstantTurn)){
+                continue;
+            }
+            $result = $this->{'do'.$actionName}($reservedCommand);
+            if($result !== null){
+                return $result;
+            }
+        }
+        return buildNationCommandClass(null, $this->general, $this->env, $this->general->getLastTurn());
+    }
+
+    public function chooseGeneralTurn(GeneralCommand $reservedCommand): GeneralCommand{
+        if($reservedCommand->isRunnable()){
+            return $reservedCommand;
+        }
+
+        foreach($this->nationPolicy->priority as $actionName){
+            /** @var ?GeneralCommand */
+            $result = $this->{'do'.$actionName}($reservedCommand);
+            if($result !== null){
+                return $result;
+            }
+        }
+
+        return $this->do중립($reservedCommand);
+    }
+
+    protected function chooseDevelopTurn(bool &$cityFull): array
+    {
        $general = $this->general;
        $city = $this->city;
        $nation = $this->nation;
@@ -257,11 +499,9 @@ class GeneralAI{
                    if (!TechLimit($env['startyear'], $env['year'], $nation['tech'] + 1000)) {
                        //한등급 이상 뒤쳐져 있다면, 조금 더 열심히 하자.
                        $commandList['che_기술연구'] = $intel;
-                    }
-                    else{
+                    } else {
                        $commandList['che_기술연구'] = $intel / 4;
                    }
-                    
                }
            }
        }
@@ -295,13 +535,13 @@ class GeneralAI{

        $commandList['che_물자조달'] = (
            (GameConst::$minNationalGold + GameConst::$minNationalRice + 24 * 5 * $env['develcost']) /
-            Util::valueFit($nation['gold'] + $nation['rice'], (GameConst::$defaultGold + GameConst::$defaultRice)/2)
-        );
+            Util::valueFit($nation['gold'] + $nation['rice'], (GameConst::$defaultGold + GameConst::$defaultRice) / 2));

        return [Util::choiceRandomUsingWeight($commandList), null];
    }

-    public function chooseRecruitCrewType():?array{
+    public function chooseRecruitCrewType(): ?array
+    {
        $general = $this->getGeneralObj();
        $city = $this->city;
        $nation = $this->nation;
@@ -380,8 +620,7 @@ class GeneralAI{

        if ($typesAll) {
            $type = Util::choiceRandomUsingWeightPair($types);
-        }
-        else{
+        } else {
            $type = GameUnitConst::DEFAULT_CREWTYPE;
        }

@@ -405,7 +644,8 @@ class GeneralAI{
        ]];
    }

-    public function getPayTurnCandidates(string $resName):array{
+    public function getPayTurnCandidates(string $resName): array
+    {
        $nation = $this->nation;
        $remainResource = ['gold' => $nation['gold'], 'rice' => $nation['rice']];
        $candidateCommand = [];
@@ -421,7 +661,6 @@ class GeneralAI{
                    1
                ];
            }
-            
        }

        if ($this->npcWarGenerals) {
@@ -469,7 +708,6 @@ class GeneralAI{
                        2
                    ];
                }
-                
            }
        }

@@ -494,7 +732,8 @@ class GeneralAI{
        return $candidateCommand;
    }

-    public function chooseNationTurn($command, $arg):array{
+    public function old_chooseNationTurn($command, $arg): array
+    {
        $generalObj = $this->getGeneralObj();
        //NOTE: 수뇌 턴에서는 general과 city이름의 충돌 가능성이 있음
        $env = $this->env;
@@ -554,8 +793,7 @@ class GeneralAI{
                    if ($nationCity['officer4']) {
                        $frontImportantCitiesID[] = $cityID;
                    }
-                }
-                else{
+                } else {
                    $backupCitiesID[] = $cityID;
                }
            }
@@ -591,18 +829,15 @@ class GeneralAI{
                if (!$nationCities[$cityID]['supply']) {
                    $lostGenerals[] = $nationGeneral;
                }
-            }
-            else{
+            } else {
                $lostGenerals[] = $nationGeneral;
            }

            if ($nationGeneral->npc < 2 && $nationGeneral->killturn >= 5) {
                $userGenerals[] = $nationGeneral;
-            }
-            else if($nationGeneral->leadership>=40 && $nationGeneral->killturn >= 5){
+            } else if ($nationGeneral->leadership >= 40 && $nationGeneral->killturn >= 5) {
                $npcWarGenerals[] = $nationGeneral;
-            }
-            else{
+            } else {
                //삭턴이 몇 안남은 장수는 '내정장 npc'로 처리
                $npcCivilGenerals[] = $nationGeneral;
            }
@@ -630,8 +865,7 @@ class GeneralAI{
            if ($lostGeneral->npc < 2) {
                if (in_array($this->dipState, [self::d직전, self::d전쟁]) && $frontCitiesID) {
                    $selCityID = Util::choiceRandom($frontCitiesID);
-                }
-                else{
+                } else {
                    $selCityID = Util::choiceRandom($supplyCitiesID);
                }
                $commandList[] = [['che_발령', ['destGeneralID' => $lostGeneral->no, 'destCityID' => $selCityID]], 200];
@@ -709,8 +943,7 @@ class GeneralAI{
                        'isGold' => $resName == 'gold',
                        'amount' => $amount
                    ]], 10]; // 금,쌀 1000단위 포상
-                }
-                else{
+                } else {
                    $amount = min(GameConst::$maxIncentiveAmount, intdiv(($nation[$resName] - ($resName == 'rice' ? (GameConst::$baserice) : (GameConst::$basegold))), 5000) * 1000 + 1000);
                    $commandList[] = [['che_포상', [
                        'destGeneralID' => $userGenerals[0]->no,
@@ -718,7 +951,6 @@ class GeneralAI{
                        'amount' => $amount
                    ]], 1]; // 금,쌀 1000단위 포상
                }
-                
            }
            break;
        }
@@ -744,8 +976,7 @@ class GeneralAI{
            if ($targetGeneral) {
                if ($targetGeneral === $compNpcCivil) {
                    $amount = Util::round($targetGeneral->$resName - $minRes * 3, -2);
-                }
-                else{
+                } else {
                    $amount = min(10000, intdiv($targetGeneral->$resName, 5000) * 1000 + 1000);
                }

@@ -756,7 +987,6 @@ class GeneralAI{
                        'amount' => $amount
                    ]], 3];
                }
-                
            }
        } else {    // 포상
            $compNpcWar = Util::array_first($npcWarGenerals);
@@ -795,8 +1025,7 @@ class GeneralAI{
            }
            if (in_array($this->dipState, [self::d직전, self::d전쟁]) && $frontCitiesID) {
                $selCityID = Util::choiceRandom($frontCitiesID);
-            }
-            else{
+            } else {
                $selCityID = Util::choiceRandom($supplyCitiesID);
            }
            //고립된 장수가 많을 수록 발령 확률 증가
@@ -820,7 +1049,6 @@ class GeneralAI{
                    $minCity = $nationCity;
                    break;
                }
-                
            }

            //reverse_order T_T
@@ -878,16 +1106,13 @@ class GeneralAI{
                //세명 이상 차이나야 함
                $targetGeneral = Util::choiceRandom($maxCity['generals']);
                if ($targetGeneral->npc == 5) {
-                    
-                }
-                else if($targetGeneral->npc>=2 || $maxCity['dev'] >= 95 && $targetGeneral->troop == 0){
+                } else if ($targetGeneral->npc >= 2 || $maxCity['dev'] >= 95 && $targetGeneral->troop == 0) {
                    //유저장은 의도가 있을 것이므로 삽나지 않는 이상 발령 안함!
                    $commandList[] = [['che_발령', [
                        'destGeneralID' => $targetGeneral->no,
                        'destCityID' => $targetCity['city']
                    ]], 5];
                }
-                
            }
        }

@@ -923,8 +1148,7 @@ class GeneralAI{

                if (Util::randBool(0.3) && $frontImportantCitiesID) {
                    $targetCityID = Util::choiceRandom($frontImportantCitiesID);
-                }
-                else{
+                } else {
                    $targetCityID = Util::choiceRandom($frontCitiesID);
                }

@@ -936,8 +1160,7 @@ class GeneralAI{
                if ($nationGeneral->npc < 2 && ($workRemain & 2)) {
                    $workRemain ^= 2;
                    $commandList[] = [$command, $score];
-                }
-                else if($nationGeneral->npc>=2 && ($workRemain&1)){
+                } else if ($nationGeneral->npc >= 2 && ($workRemain & 1)) {
                    $workRemain ^= 1;
                    $commandList[] = [$command, $score];
                }
@@ -997,8 +1220,7 @@ class GeneralAI{
                if ($nationGeneral->npc < 2 && ($workRemain & 2)) {
                    $workRemain ^= 2;
                    $commandList[] = [$command, $score];
-                }
-                else if($nationGeneral->npc>=2 && ($workRemain&1)){
+                } else if ($nationGeneral->npc >= 2 && ($workRemain & 1)) {
                    $workRemain ^= 1;
                    $commandList[] = [$command, $score];
                }
@@ -1013,7 +1235,8 @@ class GeneralAI{
        return Util::choiceRandomUsingWeightPair($commandList);
    }

-    public function chooseNeutralTurn():array{
+    public function chooseNeutralTurn(): array
+    {

        $general = $this->getGeneralObj();
        $city = $this->city;
@@ -1053,8 +1276,7 @@ class GeneralAI{
                    $notFullNationCnt = $db->queryFirstField('SELECT count(nation) FROM nation WHERE gennum < %i', GameConst::$initialNationGenLimit);
                    if ($nationCnt == 0 || $notFullNationCnt == 0) {
                        $available = false;
-                    }
-                    else if(Util::randBool(pow(1 / $nationCnt / pow($notFullNationCnt, 3), 1/4))){
+                    } else if (Util::randBool(pow(1 / $nationCnt / pow($notFullNationCnt, 3), 1 / 4))) {
                        //국가가 1개일 경우에는 '임관하지 않음'
                        $available = false;
                    }
@@ -1062,8 +1284,7 @@ class GeneralAI{

                if ($general->getVar('affinity') == 999 || !$available) {
                    $command = 'che_견문'; //견문
-                }
-                else{
+                } else {
                    //랜임 커맨드 입력.
                    $command = 'che_랜덤임관';
                    $arg = [
@@ -1096,7 +1317,8 @@ class GeneralAI{
        return [$command, $arg];
    }

-    protected function chooseEndOfNPCTurn():array{
+    protected function chooseEndOfNPCTurn(): array
+    {
        $general = $this->getGeneralObj();
        $city = $this->city;
        $nation = $this->nation;
@@ -1107,7 +1329,8 @@ class GeneralAI{

        [$baseArmGold, $baseArmRice] = $this->getBaseArmCost();

-        if($this->dipState == self::d전쟁 &&
+        if (
+            $this->dipState == self::d전쟁 &&
            $general->getVar('killturn') > 2 &&
            $general->getVar('gold') >= $baseArmGold / 3 &&
            $general->getVar('rice') >= $baseArmRice &&
@@ -1127,8 +1350,7 @@ class GeneralAI{
            if (180 >= $trainAndAtmos && $trainAndAtmos >= 160) {
                if ($general->getVar('train') < 80) {
                    return ['che_훈련', null];
-                }
-                else{
+                } else {
                    return ['che_사기진작', null];
                }
            }
@@ -1136,13 +1358,13 @@ class GeneralAI{

        if ($general->getVar('gold') >= $general->getVar('rice')) {
            return ['che_헌납', ['isGold' => true, 'amount' => GameConst::$maxResourceActionAmount]];
-        }
-        else{
+        } else {
            return ['che_헌납', ['isGold' => false, 'amount' => GameConst::$maxResourceActionAmount]];
        }
    }

-    public function chooseGeneralTurn($command, $arg):array{
+    public function old_chooseGeneralTurn($command, $arg): array
+    {
        $general = $this->getGeneralObj();
        $city = $this->city;
        $nation = $this->nation;
@@ -1167,14 +1389,12 @@ class GeneralAI{
                $command = '휴식'; //휴식
                $arg = null;
                $general->setVar('killturn', 1);
-            }
-            else if($general->getVar('level') == 12){
+            } else if ($general->getVar('level') == 12) {
                $command = 'che_선양';
                $arg = [
                    'destGeneralID' => $db->queryFirstField('SELECT `no` FROM general WHERE nation = %i AND npc != 5 ORDER BY RAND() LIMIT 1', $general->getNationID())
                ];
-            }
-            else{
+            } else {
                $command = 'che_집합'; //집합
                $arg = [];
                $general->setVar('killturn', rand(70, 75));
@@ -1250,8 +1470,7 @@ class GeneralAI{

            if (Util::randBool(0.2)) {
                return ['che_견문', null];
-            }
-            else{
+            } else {
                return ['che_물자조달', null];
            }
        }
@@ -1265,8 +1484,7 @@ class GeneralAI{
        if ($nation['rice'] < 2000) {
            if (($genType & self::t통솔장) && $general->getVar('rice') > $baseArmRice) {
                return ['che_헌납', ['isGold' => false, 'amount' => Util::toInt(($general->getVar('rice') - $baseArmRice) / 2)]];
-            }
-            else if(!($genType & self::t통솔장)){
+            } else if (!($genType & self::t통솔장)) {
                return ['che_헌납', ['isGold' => false, 'amount' => Util::toInt($general->getVar('rice') / 2)]];
            }
        }
@@ -1295,8 +1513,7 @@ class GeneralAI{
                    ]
                ];
            }
-        }
-        else{
+        } else {
            if ($general->getVar('rice') < $this->baseDevelCost && $general->getVar('gold') >= $this->baseDevelCost * 3) {
                return [
                    'che_군량매매',
@@ -1334,7 +1551,6 @@ class GeneralAI{
                    $score *= 1.3;
                }
                $moveCities[$moveCityID] = $score;
-
            }
            if ($moveCities) {
                return ['che_NPC능동', [
@@ -1342,14 +1558,13 @@ class GeneralAI{
                    'destCityID' => Util::choiceRandomUsingWeight($moveCities),
                ]];
            }
-            
        }

        return $developTurn;
-
    }

-    protected function getBaseArmCost(){
+    protected function getBaseArmCost()
+    {
        //총 통솔의 절반을 징병하는 것을 기준으로 함
        $general = $this->getGeneralObj();
        $tech = $this->nation['tech'];
@@ -1367,7 +1582,8 @@ class GeneralAI{
        return [$baseArmCost, $baseArmRice];
    }

-    protected function processWar():?array{
+    protected function processWar(): ?array
+    {

        $db = DB::db();

@@ -1472,8 +1688,7 @@ class GeneralAI{
                foreach (array_keys(CityConst::byID($frontCityID)->path) as $nearCity) {
                    if (!key_exists($nearCity, $nearCities)) {
                        $nearCities[$nearCity] = [$frontCityID];
-                    }
-                    else{
+                    } else {
                        $nearCities[$nearCity][] = $frontCityID;
                    }
                }
@@ -1487,7 +1702,6 @@ class GeneralAI{
                $targetCityID = $targetCity['city'];
                foreach ($nearCities[$targetCityID] as $attackableCity) {
                    $attackableCities[$attackableCity] += 1;
-                    
                }
            }

@@ -1497,7 +1711,6 @@ class GeneralAI{
                    'destCityID' => Util::choiceRandomUsingWeight($attackableCities),
                ]];
            }
-            
        }

        if ($general->getVar('train') < 90) {
@@ -1521,7 +1734,8 @@ class GeneralAI{
        return null;
    }

-    protected function processAttack():array{
+    protected function processAttack(): array
+    {
        $general = $this->getGeneralObj();
        $city = $this->city;
        $nation = $this->nation;
@@ -1557,7 +1771,8 @@ class GeneralAI{
        return ['che_출병', ['destCityID' => Util::choiceRandom($attackableCities)]];
    }

-    protected function proceessNeutralLordTurn():array{
+    protected function proceessNeutralLordTurn(): array
+    {

        $db = DB::db();

@@ -1582,7 +1797,6 @@ class GeneralAI{
                'nationType' => $nationType,
                'colorType' => $nationColor
            ]];
-
        }

        //모든 공백지 조사
@@ -1602,11 +1816,9 @@ class GeneralAI{
        foreach (array_keys(CityConst::byID($general->getVar('city'))->path) as $nearCityID) {
            if (CityConst::byID($nearCityID)->level < 4) {
                $targetCity[$nearCityID] = 0.5;
-            }
-            else if(!key_exists($nearCityID, $occupiedCities)){
+            } else if (!key_exists($nearCityID, $occupiedCities)) {
                $targetCity[$nearCityID] = 2;
-            }
-            else{
+            } else {
                $targetCity[$nearCityID] = 0;
            }

@@ -1628,7 +1840,8 @@ class GeneralAI{
        return ['che_이동', ['destCityID' => Util::choiceRandomUsingWeight($targetCity)]];
    }

-    protected function processLordTurn():?array{
+    protected function processLordTurn(): ?array
+    {
        $general = $this->getGeneralObj();
        $city = $this->city;
        $nation = $this->nation;
@@ -1640,20 +1853,17 @@ class GeneralAI{
        if ($general->getVar('npc') == 9 && $this->dipState == self::d평화 && !$this->attackable) {
            if ($nation['level'] == 0) {
                return ['che_해산', null];
-            }
-            else{
+            } else {
                return ['che_방랑', null];
            }
        }

        if (in_array($month, [1, 4, 7, 10])) {
            $this->calcPromotion();
-        }
-        else if($month == 12){
+        } else if ($month == 12) {
            $this->calcTexRate();
            $this->calcGoldBillRate();
-        }
-        else if($month == 6){
+        } else if ($month == 6) {
            $this->calcTexRate();
            $this->calcRiceBillRate();
        }
@@ -1667,7 +1877,8 @@ class GeneralAI{
        return null;
    }

-    protected function getNationDevelopedRate(){
+    protected function getNationDevelopedRate()
+    {
        if ($this->devRate !== null) {
            return $this->devRate;
        }
@@ -1682,7 +1893,8 @@ class GeneralAI{
        return $this->devRate;
    }

-    protected function findWarTarget():?int{
+    protected function findWarTarget(): ?int
+    {

        $db = DB::db();

@@ -1713,7 +1925,8 @@ class GeneralAI{
        return Util::choiceRandomUsingWeight($nations);
    }

-    protected function calcPromotion(){
+    protected function calcPromotion()
+    {
        $db = DB::db();

        $nation = $this->nation;
@@ -1731,7 +1944,8 @@ class GeneralAI{
        ], 'nation=%i AND npc < 2 AND level > 4', $nationID);

        foreach ($db->query(
-            'SELECT no, npc, level, killturn FROM general WHERE nation = %i AND 12 > level AND level > 4', $nationID
+            'SELECT no, npc, level, killturn FROM general WHERE nation = %i AND 12 > level AND level > 4',
+            $nationID
        ) as $chief) {

            if ($chief['npc'] < 2 && $chief['killturn'] < $minKillturn) {
@@ -1780,7 +1994,8 @@ class GeneralAI{
                'SELECT no FROM general WHERE nation = %i AND strength >= %i AND level = 1 AND belong >= %i ORDER BY strength DESC LIMIT %i',
                $nationID,
                GameConst::$chiefStatMin,
-                $maxBelong, 12 - $minChiefLevel
+                $maxBelong,
+                12 - $minChiefLevel
            );
            //지장 수뇌 후보
            $candChiefIntel = $db->queryFirstColumn(
@@ -1816,7 +2031,6 @@ class GeneralAI{
                    $chiefCandidate[$chiefLevel] = $candidate;
                    $promoted[$candidate] = $chiefLevel;
                }
-                
            }

            foreach ($chiefCandidate as $chiefLevel => $chiefID) {
@@ -1825,10 +2039,10 @@ class GeneralAI{
                ], 'no=%i', $chiefID);
            }
        }
-        
    }

-    protected function calcTexRate():int{
+    protected function calcTexRate(): int
+    {
        $db = DB::db();
        $nation = $this->nation;
        $env = $this->env;
@@ -1862,7 +2076,8 @@ class GeneralAI{
        }
    }

-    protected function calcGoldBillRate():int{
+    protected function calcGoldBillRate(): int
+    {
        $db = DB::db();
        $nation = $this->nation;
        $env = $this->env;
@@ -1885,8 +2100,12 @@ class GeneralAI{

        $bill = intval($income / $outcome * 80); // 수입의 80% 만 지급

-        if($bill < 20)  { $bill = 20; }
-        if($bill > 200) { $bill = 200; }
+        if ($bill < 20) {
+            $bill = 20;
+        }
+        if ($bill > 200) {
+            $bill = 200;
+        }

        $db->update('nation', [
            'bill' => $bill,
@@ -1895,7 +2114,8 @@ class GeneralAI{
        return $bill;
    }

-    protected function calcRiceBillRate():int{
+    protected function calcRiceBillRate(): int
+    {
        $db = DB::db();
        $nation = $this->nation;
        $env = $this->env;
@@ -1918,8 +2138,12 @@ class GeneralAI{

        $bill = intval($income / $outcome * 80); // 수입의 80% 만 지급

-        if($bill < 20)  { $bill = 20; }
-        if($bill > 200) { $bill = 200; }
+        if ($bill < 20) {
+            $bill = 20;
+        }
+        if ($bill > 200) {
+            $bill = 200;
+        }

        $db->update('nation', [
            'bill' => $bill,
@@ -65,14 +65,9 @@ class TurnExecutionHelper
        return true;
    }

-    public function processNationCommand(string $commandClassName, ?array $commandArg, LastTurn $commandLast):LastTurn{
+    public function processNationCommand(Command\NationCommand $commandObj):LastTurn{
        $general = $this->getGeneral();

-        $db = DB::db();
-        $gameStor = KVStorage::getStorage($db, 'game_env');
-
-        $commandObj = buildNationCommandClass($commandClassName, $general, $gameStor->getAll(true), $commandLast, $commandArg);
-
        while(true){
            $failReason = $commandObj->testRunnable();
            if($failReason){
@@ -108,15 +103,13 @@ class TurnExecutionHelper
        return $commandObj->getResultTurn();
    }

-    public function processCommand(string $commandClassName, ?array $commandArg){
+    public function processCommand(Command\GeneralCommand $commandObj){

        $general = $this->getGeneral();

        $db = DB::db();
        $gameStor = KVStorage::getStorage($db, 'game_env');

-        $commandObj = buildGeneralCommandClass($commandClassName, $general, $gameStor->getAll(true), $commandArg);
-
        while(true){
            $failReason = $commandObj->testRunnable();
            if($failReason){
@@ -230,6 +223,8 @@ WHERE turntime < %s ORDER BY turntime ASC, `no` ASC',

        $currentTurn = null;

+        $gameStor = KVStorage::getStorage($db, 'game_env');
+
        foreach($generalsTodo as $rawGeneral){
            $generalCommand = $rawGeneral['action'];
            $generalArg = Json::decode($rawGeneral['arg'])??[];
@@ -244,6 +239,9 @@ WHERE turntime < %s ORDER BY turntime ASC, `no` ASC',
            $general = General::createGeneralObjFromDB($rawGeneral['no']);
            $turnObj = new static($general);

+            $env = $gameStor->getAll(true);
+            $generalCommandObj = buildGeneralCommandClass($generalCommand, $general, $env, $generalArg);
+
            $hasNationTurn = false;
            if($general->getVar('nation') != 0 && $general->getVar('level') >= 5){
                $nationStor = KVStorage::getStorage($db, 'nation_env');
@@ -258,15 +256,18 @@ WHERE turntime < %s ORDER BY turntime ASC, `no` ASC',
                $hasNationTurn = true;
                $nationCommand = $rawNationTurn['action']??null;
                $nationArg = Json::decode($rawNationTurn['arg']??null);
+                $lastNationTurn = LastTurn::fromJson($lastNationTurn);
+                $nationCommandObj = buildNationCommandClass($nationCommand, $general, $env, $lastNationTurn, $nationArg);
            }

+            
            if($general->getVar('npc') >= 2){
                $ai = new GeneralAI($turnObj->getGeneral());
                if($hasNationTurn){
-                    [$nationCommand, $nationArg] = $ai->chooseNationTurn($nationCommand, $nationArg);
+                    $nationCommandObj = $ai->chooseNationTurn($nationCommandObj);
                }

-                [$generalCommand, $generalArg] = $ai->chooseGeneralTurn($generalCommand, $generalArg); // npc AI 처리
+                $generalCommandObj = $ai->chooseGeneralTurn($generalCommandObj); // npc AI 처리
                
            }
            
@@ -274,13 +275,11 @@ WHERE turntime < %s ORDER BY turntime ASC, `no` ASC',
                $turnObj->preprocessCommand();
                if($hasNationTurn){
                    $resultNationTurn = $turnObj->processNationCommand(
-                        $nationCommand, 
-                        $nationArg, 
-                        LastTurn::fromJson($lastNationTurn)
+                        $nationCommandObj
                    );
                    $nationStor->setValue($lastNationTurnKey, $resultNationTurn->toJson());
                }
-                $turnObj->processCommand($generalCommand, $generalArg);
+                $turnObj->processCommand($generalCommandObj);
            }
            pullNationCommand($general->getVar('nation'), $general->getVar('level'));
            pullGeneralCommand($general->getID());